ACADEMIC PROGRAM SUPPLY AND OCCUPATIONAL DEMAND PROJECTIONS: 2012-2025

716 Stokely Management Center Knoxville, Tennessee 37996 Phone: (865) 974-5441 Fax: (865) 974-3100 http://cber.bus.utk.edu

Awards of less than 1 academic year Awards of at least 1 but less than 2 academic years Associate's degrees Awards of at least 2 but less than 4 academic years Bachelor's degrees Postbaccalaureate certificates Master's degrees Post-master's certificates Doctor's degrees First-professional degrees First-professional certificates

Public, 4-year or above Private not-for-profit, 4-year or above Austin Peay State University American Baptist College East Tennessee State University Aquinas College Middle Tennessee State University Baptist Memorial College of Health Sciences Tennessee State University Belmont University Tennessee Technological University Bethel University The University of Tennessee Bryan College-Dayton The University of Tennessee at Chattanooga Carson-Newman College The University of Tennessee Health Science Center Christian Brothers University The University of Tennessee-Martin Cumberland University University of Memphis Emmanuel Christian Seminary Fisk University Public, 2-year Free Will Baptist Bible College Chattanooga State Community College Freed-Hardeman University Cleveland State Community College Harding University Graduate School of Religion Columbia State Community College Hiwassee College Dyersburg State Community College Johnson University Jackson State Community College King College Motlow State Community College Lambuth University Nashville State Community College Lane College Northeast State Community College Le Moyne-Owen College Pellissippi State Community College Lee University Roane State Community College Lincoln Memorial University Southwest Tennessee Community College Lipscomb University Southwest Tennessee Community College-Macon Campus Martin Methodist College Tennessee Technology Center at Athens Maryville College Tennessee Technology Center at Covington Meharry Medical College Tennessee Technology Center at Crossville Memphis College of Art Tennessee Technology Center at Crump Memphis Theological Seminary Tennessee Technology Center at Dickson Middle Tennessee School of Anesthesia Inc Tennessee Technology Center at Elizabethton Milligan College Tennessee Technology Center at Harriman O'More College of Design Tennessee Technology Center at Hartsville Oxford Graduate School Tennessee Technology Center at Hohenwald Pentecostal Theological Seminary Tennessee Technology Center at Jacksboro Rhodes College Tennessee Technology Center at Jackson Richmont Graduate University Tennessee Technology Center at Knoxville Sewanee-The University of the South Tennessee Technology Center at Livingston Southern Adventist University Tennessee Technology Center at McKenzie Southern College of Optometry Tennessee Technology Center at McMinnville Temple Baptist Seminary Tennessee Technology Center at Memphis Tennessee Temple University Tennessee Technology Center at Morristown Tennessee Wesleyan College Tennessee Technology Center at Murfreesboro Trevecca Nazarene University Tennessee Technology Center at Nashville Tusculum College Tennessee Technology Center at Newbern Union University Tennessee Technology Center at Oneida-Huntsville Vanderbilt University Tennessee Technology Center at Paris Visible Music College Tennessee Technology Center at Pulaski Watkins College of Art Design & Film Tennessee Technology Center at Ripley Williamson Christian College Tennessee Technology Center at Shelbyville Tennessee Technology Center at Whiteville Private not-for-profit, 2-year Volunteer State Community College John A Gupton College Walters State Community College Methodist Hospital School of Nursing Remington College-Memphis Campus William Moore College of Technology

Private not-for-profit, less than 2-year Franklin Academy Private for-profit, 4-year or above Private for-profit, less than 2-year Argosy University-Nashville Arnolds Beauty School Daymar Institute-Clarksville Buchanan Beauty College Daymar Institute-Murfreesboro Career Beauty College Daymar Institute-Nashville Chattanooga Barber College DeVry University's Keller Graduate School of Management Elite College of Cosmetology DeVry University-Tennessee Empire Beauty School-E Memphis Fountainhead College of Technology Empire Beauty School-Nashville International Academy of Design and Technology-Nashville Fayetteville College of Cosmetology Arts and Science ITT Technical Institute-Chattanooga Genesis Career College ITT Technical Institute-Cordova Genesis Career College-Lebanon Campus ITT Technical Institute-Knoxville Institute of Hair Design ITT Technical Institute-Nashville International Barber & Style College Nossi College of Art Jenny Lea Academy of Cosmetology and Aesthetics South College Knoxville Institute of Hair Design Strayer University-Tennessee Last Minute Cuts School of Barbering and Cosmetology The Art Institute of Tennessee-Nashville Love Beauty School University of Phoenix-Chattanooga Campus Mason Academy of Cosmetology University of Phoenix-Memphis Campus Memphis Institute of Barbering University of Phoenix-Nashville Campus Meridian Institute of Surgical Assisting Victory University Mr Waynes School of Unisex Hair Design Virginia College-School of Business and Health Nashville Barber and Style Academy Nashville College of Medical Careers Private for-profit, 2-year New Concepts School of Cosmetology Anthem Career College-Memphis New Directions Hair Academy Anthem Career College-Nashville New Wave Hair Academy Chattanooga College Medical Dental and Technical Careers New Wave Hair Academy-Jackson Concorde Career College-Memphis Paul Mitchell The School-Knoxville Fortis Institute Paul Mitchell the School-Memphis Fortis Institute-Nashville Paul Mitchell the School-Murfreesboro Kaplan Career Institute-Nashville Paul Mitchell the School-Nashville L’Ecole Culinaire Plaza Beauty School Miller-Motte Technical College-Chattanooga Pyramid Beauty School Miller-Motte Technical College-Clarksville Queen City College Miller-Motte Technical College-Madison Regency Beauty Institute-Chattanooga Nashville Auto Diesel College Regency Beauty Institute-Knoxville National College of Business and Technology-Nashville Regency Beauty Institute-Nashville North Central Institute Regency Beauty Institute-North Nashville Remington College-Nashville Campus SAE Institute of Technology-Nashville Tennessee Career College Shear Academy Vatterott Career College-Memphis Appling Farms Southern Institute of Cosmetology Vatterott Career College-Memphis Dividend Drive Styles and Profiles Beauty College West Tennessee Business College Tennessee Academy of Cosmetology LLC-Shelby Drive Tennessee Academy of Cosmetology LLC-Stage Road Tennessee Career Institute Tennessee Institute of Healing Arts Tennessee School of Beauty of Knoxville Inc The Beauty Institute-Memphis The Hair Design School-Jackson The Hair Design School-N Memphis The Hair Design School-S Memphis The Massage Institute of Memphis Volunteer Beauty School-Dyersburg Volunteer Beauty School-Madison Volunteer Beauty School-Nashville

Less than high school High school diploma or equivalent Some college, no degree Postsecondary non-degree award Associate's degree Bachelor's degree Master's degree Doctoral or professional degree

CLUSTER TITLE DESCRIPTION 1 Agriculture, Food & Natural Resources The production, processing, marketing, distribution, financing, and development of agricultural commodities and resources including food, fiber, wood products, natural resources, horticulture, and other plant and animal products/resources.

2 Architecture & Construction Careers in designing, planning, managing, building and maintaining the built environment.

3 Arts, A/V Technology & Communications Designing, producing, exhibiting, performing, writing, and publishing multimedia content including visual and performing arts and design, journalism, and entertainment services.

4 Business Management & Administration Careers in planning, organizing, directing and evaluating business functions essential to efficient and productive business operations.

5 Education & Training Planning, managing and providing education and training services, and related learning support services such as administration, teaching/training, administrative support, and professional support services.

6 Finance Planning and related services for financial and investment planning, banking, insurance, and business financial management.

7 Government & Public Administration Planning and executing government functions at the local, state and federal levels, including governance, national security, foreign service, planning, revenue and taxation, and regulations.

8 Health Science Planning, managing, and providing therapeutic services, diagnostic services, health informatics, support services, and biotechnology research and development.

9 Hospitality & Tourism Preparing individuals for employment in career pathways that relate to families and human needs such as restaurant and food/beverage services, lodging, travel and tourism, recreation, amusement and attractions. CLUSTER TITLE DESCRIPTION 10 Human Services Preparing individuals for employment in career pathways that relate to families and human needs such as counseling and mental health services, family and community services, personal care, and consumer services.

11 Information Technology Building linkages in IT occupations for entry level, technical, and professional careers related to the design, development, support and management of hardware, software, multimedia and systems integration services.

12 Law, Public Safety, Corrections & Security Planning, managing, and providing legal, public safety, protective services and homeland security, including professional and technical support services.

13 Manufacturing Planning, managing and performing the processing of materials into intermediate or final products and related professional and technical support activities such as production planning and control, maintenance and manufacturing/process engineering.

14 Marketing Planning, managing, and performing marketing activities to reach organizational objectives such as brand management, professional sales, merchandising, marketing communications and market research.

15 Science, Technology, Engineering & Mathematics Planning, managing, and providing scientific research and professional and technical services (e.g., physical science, social science, engineering) including laboratory and testing services, and research and development services.

16 Transportation, Distribution & Logistics The planning, management, and movement of people, materials, and goods by road, pipeline, air, rail and water and related professional and technical support services such as transportation infrastructure planning and management, logistics services, mobile

Source: National Association of State Directors of Career Technical Education Consortium.

Career Path In Code Career Path Tennessee? 1.1 Food Products and Processing Systems Y 1.2 Plant Systems Y 1.3 Animal Systems Y 1.4 Power, Structural & Technical Systems Y 1.5 Natural Resources Systems Y 1.6 Environmental Service Systems Y 1.7 Agribusiness Systems Y 2.1 Design/Pre-Construction Y 2.2 Construction Y 2.3 Maintenance/Operations Y 3.1 Audio and Video Technology and Film Y 3.2 Printing Technology Y 3.3 Visual Arts Y 3.4 Performing Arts Y 3.5 Journalism and Broadcasting Y 3.6 Telecommunications Y 4.1 General Management Y 4.2 Business Information Management Y 4.3 Human Resources Management Y 4.4 Operations Management Y 4.5 Administrative Support Y 5.1 Administration and Administrative Support Y 5.2 Professional Support Services Y 5.3 Teaching/Training Y 6.1 Securities & Investments Y 6.2 Business Finance Y 6.3 Accounting Y 6.4 Insurance Y 6.5 Banking Services Y 7.1 Governance Y 7.2 National Security 7.3 Foreign Service 7.4 Planning Y 7.5 Revenue and Taxation Y 7.6 Regulation Y 7.7 Public Management and Administration Y 8.1 Therapeutic Services Y 8.2 Diagnostic Services Y 8.3 Health Informatics Y 8.4 Support Services Y 8.5 Biotechnology Research and Development Y 9.1 Restaurants and Food/Beverage Services Y 9.2 Lodging Y 9.3 Travel & Tourism Y 9.4 Recreation, Amusements & Attractions Y 10.1 Early Childhood Development & Services Y 10.2 Counseling & Mental Health Services Y 10.3 Family & Community Services Y 10.4 Personal Care Services Y 10.5 Consumer Services Y

Career Path In Code Career Path Tennessee? 11.1 Network Systems Y 11.2 Information Support and Services Y 11.3 Web and Digital Communications Y 11.4 Programming and Software Development Y 12.1 Correction Services Y 12.2 Emergency and Fire Management Services Y 12.3 Security & Protective Services Y 12.4 Law Enforcement Services Y 12.5 Legal Services Y 13.1 Production Y 13.2 Manufacturing Production Process Development Y 13.3 Maintenance, Installation & Repair Y 13.4 Quality Assurance Y 13.5 Logistics and Inventory Control 13.6 Health, Safety and Environmental Assurance 14.1 Marketing Management Y 14.2 Professional Sales Y 14.3 Merchandising Y 14.4 Marketing Communications Y 14.5 Marketing Research Y 15.1 Engineering and Technology Y 15.2 Science and Mathematics Y 16.1 Transportation Operations Y 16.2 Logistics Planning and Management Services Y 16.3 Warehousing and Distribution Center Operations Y 16.4 Facility and Mobile Equipment Maintenance Y 16.5 Transportation Systems/Infrastructure Planning, Management and Regulation Y 16.6 Health, Safety and Environmental Management 16.7 Sales and Service Y Note: Career paths are subsets of clusters Source: Perkins Collaborative Resource Network for Program and Data Quality. 2011 2025 2011 to 2011 to % of % of 2025 2025 2011 2025 growth CAGR LWIA Counties Awards total Awards total % % LWIA 1 Carter, Johnson, Sullivan, Unicoi, Washington Counties 5,023 6.2 8,528 5.4 69.8 3.9

LWIA 2 Claiborne, Cocke, Grainger, Greene, Hamblen, Hancock, 4,788 5.9 7,834 5.0 63.6 3.6 Hawkins, Jefferson, Sevier, Union Counties LWIA 3 Knox County 9,723 12.0 16,125 10.2 65.8 3.7 LWIA 4 Anderson, Blount, Campbell, Cumberland, Loudon, Monroe, 2,013 2.5 4,042 2.6 100.8 5.1 Morgan, Roane, Scott Counties LWIA 5 Bledsoe, Bradley, Hamilton, McMinn, Marion, Meigs, Polk, Rhea, 6,847 8.5 11,563 7.3 68.9 3.8 Sequatchie Counties LWIA 6 Bedford, Coffee, Franklin, Grundy, Lincoln, Moore, Warren 1,680 2.1 3,605 2.3 114.5 5.6 Counties LWIA 7 Cannon, Clay, DeKalb, Fentress, Jackson, Macon, Overton, 3,014 3.7 5,153 3.3 71.0 3.9 Pickett, Putnam, Smith, Van Buren, White Counties LWIA 8 Cheatham, Dickson, Houston, Humphreys, Montgomery, 3,740 4.6 6,731 4.3 80.0 4.3 Robertson, Stewart, Sumner, Williamson Counties LWIA 9 Davidson, Rutherford, Trousdale, Wilson Counties 22,854 28.2 53,297 33.9 133.2 6.2 LWIA 10 Giles, Hickman, Lawrence, Lewis, Marshall, Maury, Perry, 1,514 1.9 3,128 2.0 106.5 5.3 Wayne Counties LWIA 11 Benton, Carroll, Chester, Decatur, Hardeman, Hardin, Haywood, 6,346 7.8 11,110 7.1 75.1 4.1 Henderson, Henry, McNairy, Madison, Weakley Counties

LWIA 12 Crockett, Dyer, Gibson, Lake, Lauderdale, Obion, Tipton 899 1.1 1,933 1.2 115.0 5.6 Counties LWIA 13 Fayette, Shelby Counties 12,582 15.5 24,308 15.4 93.2 4.8 TOTAL 81,022 100.0 157,356 100.0 94.2 4.9

Note: LWIAs as defined by the Tennessee Department of Labor and Workforce Development.

Number of Graduates Average Growth History Forecast Graduates 2000-12 to CIP Program 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2025 2000-12 2012-25 2012-25 01 Agriculture, Agriculture Operations, and Related Sciences 441 472 445 448 421 421 450 420 426 451 448 458 470 690 444 579 135 03 Natural Resources and Conservation 217 171 172 172 157 157 153 142 141 196 154 205 201 291 172 262 90 04 Architecture and Related Services 92 108 64 96 80 80 77 109 77 76 117 103 104 131 91 119 28 05 Area, Ethnic, Cultural, Gender, and Group Studies 30 52 55 66 74 74 62 65 71 96 194 203 244 595 99 456 357 09 Communication, Journalism, and Related Programs 1,001 1,090 1,219 1,439 1,360 1,360 1,442 1,544 1,487 1,564 1,551 1,603 1,659 2,371 1,408 2,056 648 10 Communications Technologies/Technicians and Support Services 23 20 27 24 87 87 165 233 283 359 376 483 514 1,424 206 940 734 11 Computer and Information Sciences and Support Services 849 1,053 1,250 1,483 1,301 1,301 1,255 1,240 1,154 1,194 1,249 1,520 1,475 2,343 1,254 1,968 714 12 Personal and Culinary Services 1,174 1,234 1,383 1,716 2,093 2,093 1,840 2,291 2,746 2,316 2,694 3,407 3,508 6,935 2,189 5,413 3,224 13 Education 4,941 5,256 5,061 5,554 5,798 5,798 6,688 6,707 6,493 7,040 6,867 7,577 7,403 11,842 6,242 9,699 3,457 14 Engineering 1,426 1,410 1,426 1,398 1,571 1,571 1,405 1,462 1,493 1,520 1,487 1,606 1,636 2,113 1,493 1,880 387 15 Engineering Technologies and Engineering-Related Fields 1,654 1,448 1,409 1,424 1,324 1,324 1,306 1,220 1,220 1,243 1,363 1,985 1,801 3,614 1,435 2,875 1,440 16 Foreign Languages, Literatures, and Linguistics 300 365 419 461 527 527 526 522 552 546 612 596 633 840 507 750 243 19 Family and Consumer Sciences/Human Sciences 714 753 819 1,014 1,017 1,017 1,000 979 934 985 1,138 1,014 1,133 1,500 962 1,308 346 22 Legal Professions and Studies 763 708 749 792 788 788 790 760 706 660 724 742 779 851 746 860 114 23 English Language and Literature/Letters 1,022 1,048 1,051 977 1,042 1,042 1,134 1,084 1,052 1,077 1,106 1,129 1,112 1,305 1,067 1,197 130 24 Liberal Arts and Sciences, General Studies and Humanities 2,936 3,008 3,127 3,394 3,431 3,431 4,172 4,414 4,335 4,544 4,949 5,464 5,754 9,218 4,074 7,534 3,460 25 Library Science 42 78 95 78 79 79 88 88 96 89 87 101 91 113 84 103 19 26 Biological and Biomedical Sciences 1,233 1,215 1,227 1,189 1,204 1,204 1,228 1,379 1,441 1,484 1,596 1,695 1,742 2,721 1,370 2,232 862 27 Mathematics and Statistics 294 343 340 363 399 399 384 362 319 380 381 392 412 488 367 467 100 30 Multi/Interdisciplinary Studies 1,403 1,334 1,286 1,119 1,189 1,189 1,451 1,584 1,647 1,771 1,791 1,461 1,588 2,217 1,447 1,763 316 31 Parks, Recreation, Leisure, and Fitness Studies 816 811 922 823 858 858 963 1,003 1,021 1,222 1,248 1,417 1,525 2,626 1,037 2,104 1,067 38 Philosophy and Religious Studies 261 289 359 304 401 401 428 372 380 393 366 488 419 587 374 517 143 39 Theology and Religious Vocations 742 808 782 800 755 755 737 887 794 850 796 835 862 1,522 800 1,183 383 40 Physical Sciences 480 465 459 459 439 439 509 592 575 666 665 657 655 962 543 795 252 41 Science Technologies/Technicians 218 260 178 187 157 157 213 150 152 138 156 134 122 42 171 75 -96 42 Psychology 1,698 1,831 1,894 1,992 2,064 2,064 2,064 2,092 2,090 2,214 2,299 2,359 2,429 3,248 2,084 2,892 808 43 Homeland Security, Law Enforcement, Firefighting and Related 704 672 697 687 710 710 847 963 936 1,012 1,249 1,548 1,603 3,371 949 2,565 1,616 44 Public Administration and Social Service Professions 741 661 677 694 745 745 778 713 864 844 961 983 1,041 1,715 803 1,402 599 45 Social Sciences 1,799 1,828 2,011 2,156 2,154 2,154 2,252 2,144 2,267 2,252 2,290 2,338 2,391 2,788 2,156 2,606 450 46 Construction Trades 346 330 89 112 125 125 174 204 213 293 343 359 384 807 238 607 369 47 Mechanic and Repair Technologies/Technicians 2,630 2,374 2,527 3,085 3,229 3,229 3,117 3,017 2,916 2,873 3,376 3,810 4,113 7,597 3,089 6,187 3,098 48 Precision Production 568 568 525 618 560 560 544 544 528 611 847 867 965 1,910 639 1,456 817 49 Transportation and Materials Moving 459 480 514 476 404 404 413 440 407 372 380 383 325 176 420 224 -196 50 Visual and Performing Arts 1,639 1,707 1,825 1,855 2,102 2,102 2,109 2,213 2,298 2,332 2,332 2,688 2,661 3,723 2,142 3,210 1,068 51 Health Professions and Related Programs 7,681 7,495 8,181 9,248 10,013 10,013 12,230 13,261 13,272 14,710 16,684 17,835 18,733 56,697 12,244 28,577 16,333 52 Business, Management, Marketing, and Related Support Service 9,494 9,916 10,159 10,273 10,316 10,316 9,826 10,158 9,919 10,557 11,433 11,802 12,149 16,856 10,477 14,770 4,293 54 History 590 580 592 593 565 565 665 685 684 708 790 775 795 1,127 661 956 295 Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 240101 Liberal Arts and Sciences/Liberal Studies 3,694 6,811 8,298 3,117 513801 Registered Nursing/Registered Nurse 2,743 5,742 7,547 2,999 520201 Business Administration and Management, General 4,434 6,393 7,278 1,959 510801 Medical/Clinical Assistant 1,362 3,245 4,154 1,883 120401 Cosmetology/Cosmetologist, General 1,467 2,787 3,362 1,320 510713 Medical Insurance Coding Specialist/Coder 176 1,391 2,142 1,216 430103 Criminal Justice/Law Enforcement Administration 550 1,712 2,346 1,162 513901 Licensed Practical/Vocational Nurse Training 1,230 2,362 2,884 1,132 130301 Curriculum and Instruction 889 1,982 2,426 1,093 510909 Surgical Technology/Technologist 300 1,315 21,215 1,014

Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 130499 Educational Administration and Supervision, Other 635 102 94 -533 521201 Management Information Systems, General 429 122 44 -306 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instruc. 305 75 0 -231 190101 Family and Consumer Sciences/Human Sciences, General 234 59 38 -175 521401 Marketing/Marketing Management, General 662 517 407 -146 151301 Drafting and Design Technology/Technician, General Yes 219 116 82 -103 521301 Management Science Yes 102 0 0 -102 419999 Science Technologies/Technicians, Other Yes 164 66 29 -97 512602 Home Health Aide/Home Attendant 94 0 0 -94 511699 Nursing, Other 90 0 0 -90

Average Growth Career Graduates 2000-12 to CIP STEM Instructional Program Path(s) 2000-12 2012-25 2012-25 260101 Biology/Biological Sciences, General 1.5, 5.3, 15.2 1,044 1,475 430 150000 Engineering Technology, General 15.1 194 477 283 150501 Heating, Ventilation, Air Conditioning & Refrig. Engineering Technology/Technician 2.3, 13.2 70 351 281 110901 Computer Systems Networking and Telecommunications 11.1, 11.4 157 412 255 150303 Electrical, Electronic and Communications Engineering Technology/Technician 13.2 270 494 224 141901 Mechanical Engineering 2.1, 5.3, 15.1 312 499 187 151302 CAD/CADD Drafting and/or Design Technology/Technician 2.1, 13.2 61 208 147 140801 Civil Engineering, General 2.1, 5.3, 15.1 242 381 139 100304 Animation, Interactive Technology, Video Graphics, Special Effects 3.3 46 178 131 151501 Engineering/Industrial Management 4.4, 13.2, 15.1 58 189 131 151202 Computer Technology/Computer Systems Technology 13.2 55 179 124 400501 Chemistry, General 1.5, 5.3, 15.2 325 438 112 111001 Network and System Administration/Administrator 4.2, 11.1 22 133 111 260202 Biochemistry 1.5, 5.3, 8.5, 15.2 56 157 101 260204 Molecular Biology 1.5, 5.3, 8.5, 15.2 32 127 95 270101 Mathematics, General 1.5, 5.3, 15.2 332 419 87 110899 Computer Software and Media Applications, Other 11.4 22 107 86 261501 Neuroscience 1.5, 5.3, 15.2 55 137 82 400601 Geology/Earth Science, General 1.5, 5.3, 15.2 89 169 80 159999 Engineering Technologies and Engineering-Related Fields, Other 15.1 14 93 79 Number of programs

CERTIFICATE AWARDS Awards of less than 1 academic year 56 Awards of at least 1 but less than 2 academic years 59 Awards of at least 2 but less than 4 academic years 17 Postbaccalaureate certificates 13 Post-master's certificates 10 First-professional certificates 0

DEGREE AWARDS Associate's degrees 94 Bachelor's degrees 113 Master's degrees 65 Doctor's degrees 40 First-professional degrees 3 Average Supply Average Graduates Average Annual to Per Academic Year1 Openings2 Graduate Demand Career Path STEM 2000-12 2012-25 2012-25 Deficit Ratio

12.2 Emergency and Fire Management Services 32 52 720 -668 0.07 8.2 Diagnostic Services 241 203 855 -652 0.24 6.3 Accounting 215 436 840 -404 0.52 4.3 Human Resources Management 65 317 625 -308 0.51 14.2 Professional Sales 31 52 335 -283 0.16 6.1 Securities & Investments 128 129 365 -236 0.35 11.4 Programming and Software Development Yes 452 511 735 -224 0.70 16.1 Transportation Operations – – 135 -135 – 3.6 Telecommunications 0 0 130 -130 0.00 1.6 Environmental Service Systems Yes 93 39 135 -96 0.29 1. Award levels less than an associate's degree are excluded. 2. Job openings with minimum educational requirements lower than an associate's degree are excluded.

Average Supply Average Graduates Average Annual to Per Academic Year Openings Graduate Demand Career Path STEM 2000-12 2012-25 2012-25 Surplus Ratio 5.3 Teaching/Training 19,518 31,927 4,465 27,462 7.15 15.2 Science and Mathematics Yes 3,410 4,239 325 3,914 13.04 4.1 General Management 2,973 4,160 1,530 2,630 2.72 5.2 Professional Support Services 1,478 2,726 510 2,216 5.35 16.4 Facility and Mobile Equipment Maintenance Yes 393 1,866 100 1,766 18.66 5.1 Administration and Administrative Support 1,913 1,787 385 1,402 4.64 3.5 Journalism and Broadcasting 789 1,676 365 1,311 4.59 1.5 Natural Resources Systems 807 1,226 55 1,171 22.29 16.2 Logistics Planning and Management Services Yes 810 1,201 50 1,151 24.02 13.2 Manufacturing Production Process Development Yes 769 1,345 215 1,130 6.26 1. Award levels less than an associate's degree are excluded. 2. Job openings with minimum educational requirements lower than an associate's degree are excluded.

Appendix 1.1: Awards (Supply) by Local Workforce Investment Area* Average Graduates Level of Award 2000-2012 2025 2012-2025 LWIA 1: Carter, Johnson, Sullivan, Unicoi and Washington Counties Awards of less than 1 academic year 227 732 555 Awards of at least 1 but less than 2 academic years 387 1,114 739 Associate's degrees 511 973 819 Awards of at least 2 but less than 4 academic years 17 176 110 Bachelor's degrees 2,076 3,877 3,237 Postbaccalaureate certificates 14 65 50 Master's degrees 648 1,294 1,074 Post-master's certificates 7 22 17 Doctor's degrees 42 109 85 First-professional degrees 83 165 139 LWIA 2: Claiborne, Cocke, Grainger, Greene, Hamblen, Hancock, Hawkins, Jefferson, Sevier and Union Counties Awards of less than 1 academic year 320 837 693 Awards of at least 1 but less than 2 academic years 341 626 540 Associate's degrees 726 1,478 1,227 Awards of at least 2 but less than 4 academic years 37 267 187 Bachelor's degrees 1,331 1,903 1,658 Master's degrees 596 963 829 Post-master's certificates 826 1,517 1,180 Doctor's degrees 28 62 54 First-professional degrees 11 180 139 LWIA 3: Knox County Awards of less than 1 academic year 277 1,359 1,079 Awards of at least 1 but less than 2 academic years 330 1,625 846 Associate's degrees 965 2,280 1,813 Awards of at least 2 but less than 4 academic years 6 45 32 Bachelor's degrees 4,033 6,886 5,870 Postbaccalaureate certificates 39 182 122 Master's degrees 1,553 2,547 2,211 Post-master's certificates 21 6 10 Doctor's degrees 309 570 468 First-professional degrees 431 626 570 LWIA 4: Anderson, Blount, Campbell, Cumberland, Loudon, Monroe, Morgan, Roane and Scott Counties Awards of less than 1 academic year 185 488 414 Awards of at least 1 but less than 2 academic years 485 1,461 925 Associate's degrees 628 1,330 1,098 Awards of at least 2 but less than 4 academic years 46 375 242 Bachelor's degrees 255 390 346 LWIA 5: Bledsoe, Bradley, Hamilton, McMinn, Marion, Meigs, Polk, Rhea and Sequatchie Counties Awards of less than 1 academic year 226 767 605 Awards of at least 1 but less than 2 academic years 526 1,803 1,397 Associate's degrees 1,183 2,429 1,991 Awards of at least 2 but less than 4 academic years 10 62 43 Bachelor's degrees 2,652 4,558 3,844 Postbaccalaureate certificates 3 32 26 Master's degrees 696 1,623 1,303 Post-master's certificates 20 37 28 Doctor's degrees 43 255 194 First-professional degrees 25 0 0 Appendix 1.1: Awards (Supply) by Local Workforce Investment Area* Average Graduates Level of Award 2000-2012 2025 2012-2025 LWIA 6: Bedford, Coffee, Franklin, Grundy, Lincoln, Moore and Warren Counties Awards of less than 1 academic year 192 416 356 Awards of at least 1 but less than 2 academic years 329 1,239 618 Associate's degrees 431 1,090 876 Awards of at least 2 but less than 4 academic years 20 144 98 Bachelor's degrees 313 592 500 Postbaccalaureate certificates 2 3 3 Master's degrees 16 112 80 Post-master's certificates 1 5 3 Doctor's degrees 4 0 1 First-professional degrees 17 0 0 First-professional certificates 3 4 3 LWIA 7: Cannon, Clay, DeKalb, Fentress, Jackson, Macon, Overton, Pickett, Putnam, Smith, Van Buren and White Counties Awards of less than 1 academic year 138 423 354 Awards of at least 1 but less than 2 academic years 285 1,325 713 Associate's degrees 55 54 50 Awards of at least 2 but less than 4 academic years 18 132 84 Bachelor's degrees 1,348 2,386 2,042 Master's degrees 388 485 439 Post-master's certificates 109 321 249 Doctor's degrees 14 27 21 LWIA 8: Cheatham, Dickson, Houston, Humphreys, Montgomery, Robertson, Stewart, Sumner and Williamson Counties Awards of less than 1 academic year 494 1,178 962 Awards of at least 1 but less than 2 academic years 418 1,554 977 Associate's degrees 880 1,888 1,552 Awards of at least 2 but less than 4 academic years 28 229 167 Bachelor's degrees 920 1,495 1,253 Postbaccalaureate certificates 1 6 4 Master's degrees 221 381 329 Post-master's certificates 7 0 2 LWIA 9: Davidson, Rutherford, Trousdale and Wilson Counties Awards of less than 1 academic year 1,054 3,811 2,930 Awards of at least 1 but less than 2 academic years 2,362 19,262 6,330 Associate's degrees 1,694 4,150 3,235 Awards of at least 2 but less than 4 academic years 302 2,640 1,889 Bachelor's degrees 8,396 14,900 12,445 Postbaccalaureate certificates 52 149 118 Master's degrees 3,171 6,595 5,373 Post-master's certificates 70 358 279 Doctor's degrees 392 1,031 830 First-professional degrees 391 404 389 LWIA 10: Giles, Hickman, Lawrence, Lewis, Marshall, Maury, Perry and Wayne Counties Awards of less than 1 academic year 136 341 283 Awards of at least 1 but less than 2 academic years 309 1,188 692 Associate's degrees 522 1,085 895 Awards of at least 2 but less than 4 academic years 29 165 105 Bachelor's degrees 177 349 287 Appendix 1.1: Awards (Supply) by Local Workforce Investment Area* Average Graduates Level of Award 2000-2012 2025 2012-2025 LWIA 11: Benton, Carroll, Chester, Decatur, Hardeman, Hardin, Haywood, Henderson, Henry, McNairy, Madison and Weakley Counties Awards of less than 1 academic year 239 575 473 Awards of at least 1 but less than 2 academic years 986 2,824 1,876 Associate's degrees 375 717 601 Awards of at least 2 but less than 4 academic years 63 544 353 Bachelor's degrees 2,585 4,784 4,068 Master's degrees 711 1,305 1,131 Post-master's certificates 68 302 230 Doctor's degrees 19 61 49 First-professional degrees 9 0 0 LWIA 12: Crockett, Dyer, Gibson, Lake, Lauderdale, Obion and Tipton Counties Awards of less than 1 academic year 136 314 261 Awards of at least 1 but less than 2 academic years 352 981 674 Associate's degrees 195 437 361 Awards of at least 2 but less than 4 academic years 30 202 139 LWIA 13: Fayette and Shelby Counties Awards of less than 1 academic year 1,497 4,255 3,366 Awards of at least 1 but less than 2 academic years 1,254 6,764 3,588 Associate's degrees 1,529 2,821 2,365 Awards of at least 2 but less than 4 academic years 96 563 378 Bachelor's degrees 3,562 5,946 5,075 Postbaccalaureate certificates 47 326 258 Master's degrees 1,285 2,816 2,330 Post-master's certificates 9 0 3 Doctor's degrees 126 215 178 First-professional degrees 491 598 556

*Counties as allocated in Tennessee Department of Workforce Development's Occupation Forecast Appendix 1.2: Average Openings (Demand) by Local Workforce Investment Area* Average Openings Minimum Educational Requirement 2012-2025 LWIA 1: Carter, Johnson, Sullivan, Unicoi and Washington Counties Less than high school 1,595 High school diploma or equivalent 2,775 Some college, no degree 40 Postsecondary non-degree award 330 Associate's degree 385 Bachelor's degree 760 Master's degree 110 Doctoral or professional degree 135 LWIA 2: Claiborne, Cocke, Grainger, Greene, Hamblen, Hancock, Hawkins, Jefferson, Sevier and Union Counties Less than high school 2,200 High school diploma or equivalent 2,405 Some college, no degree 20 Postsecondary non-degree award 245 Associate's degree 235 Bachelor's degree 410 Master's degree 50 Doctoral or professional degree 65 LWIA 3: Knox County Less than high school 3,030 High school diploma or equivalent 4,230 Some college, no degree 55 Postsecondary non-degree award 490 Associate's degree 800 Bachelor's degree 1,500 Master's degree 175 Doctoral or professional degree 195 LWIA 4: Anderson, Blount, Campbell, Cumberland, Loudon, Monroe, Morgan, Roane and Scott Counties Less than high school 1,525 High school diploma or equivalent 2,285 Some college, no degree 20 Postsecondary non-degree award 225 Associate's degree 300 Bachelor's degree 775 Master's degree 75 Doctoral or professional degree 85 LWIA 5: Bledsoe, Bradley, Hamilton, McMinn, Marion, Meigs, Polk, Rhea and Sequatchie Counties Less than high school 2,960 High school diploma or equivalent 4,785 Some college, no degree 40 Postsecondary non-degree award 520 Associate's degree 665 Bachelor's degree 1,355 Master's degree 150 Doctoral or professional degree 230 Appendix 1.2: Average Openings (Demand) by Local Workforce Investment Area* Average Openings Minimum Educational Requirement 2012-2025 LWIA 6: Bedford, Coffee, Franklin, Grundy, Lincoln, Moore and Warren Counties Less than high school 875 High school diploma or equivalent 1,135 Some college, no degree 5 Postsecondary non-degree award 110 Associate's degree 140 Bachelor's degree 315 Master's degree 55 Doctoral or professional degree 35 LWIA 7: Cannon, Clay, DeKalb, Fentress, Jackson, Macon, Overton, Pickett, Putnam, Smith, Van Buren and White Counties Less than high school 840 High school diploma or equivalent 1,075 Some college, no degree 5 Postsecondary non-degree award 160 Associate's degree 135 Bachelor's degree 195 Master's degree 35 Doctoral or professional degree 30

LWIA 8: Cheatham, Dickson, Houston, Humphreys, Montgomery, Robertson, Stewart, Sumner and Williamson Counties Less than high school 3,980 High school diploma or equivalent 4,645 Some college, no degree 50 Postsecondary non-degree award 550 Associate's degree 605 Bachelor's degree 1,845 Master's degree 205 Doctoral or professional degree 185 LWIA 9: Davidson, Rutherford, Trousdale and Wilson Counties Less than high school 6,150 High school diploma or equivalent 9,965 Some college, no degree 190 Postsecondary non-degree award 1,050 Associate's degree 1,375 Bachelor's degree 3,780 Master's degree 645 Doctoral or professional degree 630 LWIA 10: Giles, Hickman, Lawrence, Lewis, Marshall, Maury, Perry and Wayne Counties Less than high school 790 High school diploma or equivalent 1,085 Some college, no degree 25 Postsecondary non-degree award 130 Associate's degree 130 Bachelor's degree 315 Master's degree 40 Doctoral or professional degree 40 Appendix 1.2: Average Openings (Demand) by Local Workforce Investment Area* Average Openings Minimum Educational Requirement 2012-2025 LWIA 11: Benton, Carroll, Chester, Decatur, Hardeman, Hardin, Haywood, Henderson, Henry, McNairy, Madison and Weakley Counties Less than high school 1,440 High school diploma or equivalent 2,155 Some college, no degree 15 Postsecondary non-degree award 270 Associate's degree 255 Bachelor's degree 465 Master's degree 105 Doctoral or professional degree 85 LWIA 12: Crockett, Dyer, Gibson, Lake, Lauderdale, Obion and Tipton Counties Less than high school 1,020 High school diploma or equivalent 1,295 Some college, no degree 10 Postsecondary non-degree award 200 Associate's degree 135 Bachelor's degree 295 Master's degree 35 Doctoral or professional degree 45 LWIA 13: Fayette and Shelby Counties Less than high school 6,485 High school diploma or equivalent 8,655 Some college, no degree 110 Postsecondary non-degree award 845 Associate's degree 1,165 Bachelor's degree 2,775 Master's degree 360 Doctoral or professional degree 365 *Counties as allocated in Tennessee Department of Workforce Development's Occupation Forecast

Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25

Awards of less than 1 academic year 510713 Medical Insurance Coding Specialist/Coder 121 869 1,268 749 510801 Medical/Clinical Assistant 773 1,498 1,813 725 510904 Emergency Medical Technology/Technician (EMT Paramedic) 330 827 1,038 497 120409 Aesthetician/Esthetician and Skin Care Specialist 120 537 790 416 470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 63 442 568 379 510805 Pharmacy Technician/Assistant 108 465 632 357 510710 Medical Office Assistant/Specialist 47 382 506 335 513501 Massage Therapy/Therapeutic Massage 78 340 403 262 510899 Allied Health and Medical Assisting Services, Other 24 258 343 234 512601 Health Aide 27 248 318 222 511009 Phlebotomy Technician/Phlebotomist 24 241 320 217 430107 Criminal Justice/Police Science 171 378 444 207 510714 Medical Insurance Specialist/Medical Biller 55 242 362 187 510601 Dental Assisting/Assistant 187 373 493 186 500506 Acting 17 185 246 168 190706 Child Development 90 248 300 158 512699 Health Aides/Attendants/Orderlies, Other 75 217 307 141 120413 Cosmetology, Barber/Styling, and Nail Instructor 31 158 216 127 120503 Culinary Arts/Chef Training 25 151 205 126 470608 Aircraft Powerplant Technology/Technician 87 212 251 125 470604 Automobile/Automotive Mechanics Technology/Technician 69 190 222 121 510707 Health Information/Medical Records Technology/Technician 39 154 187 115 120410 Nail Technician/Specialist and Manicurist 66 177 255 111 150000 Engineering Technology, General Yes 9 119 154 110 513901 Licensed Practical/Vocational Nurse Training 23 128 168 105 513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 58 145 149 87 480508 Welding Technology/Welder 61 139 172 79 520101 Business/Commerce, General 8 86 134 78 159999 Engineering Technologies and Engineering-Related Fields, Other Yes 7 76 96 69 520499 Business Operations Support and Secretarial Services, Other 163 232 226 69 220302 Legal Assistant/Paralegal 18 86 83 68 120402 Barbering/Barber 30 95 107 65 470603 Autobody/Collision and Repair Technology/Technician 28 90 112 62 110202 Computer Programming, Specific Applications Yes 20 66 86 46 150303 Electrical, Electronic and Communications Engineering Techno Yes 18 62 84 44 480501 Machine Tool Technology/Machinist 24 68 79 44 500601 Film/Cinema/Video Studies 4 47 59 42 119999 Computer and Information Sciences and Support Services, Other 6 42 52 36 100201 Photographic and Film/Video Technology/Technician and Assist 4 39 49 35 513101 Dietetics/Dietitian 23 58 92 35 111004 Web/Multimedia Management and Webmaster Yes 4 37 47 34 469999 Construction Trades, Other 11 45 58 34 150101 Architectural Engineering Technology/Technician Yes 8 41 57 33 120500 Cooking and Related Culinary Arts, General 3 35 44 32 510705 Medical Office Management/Administration 143 172 160 30 110103 Information Technology Yes 3 32 41 29 511012 Sterile Processing Technology/Technician 3 32 41 29 513999 Practical Nursing, Vocational Nursing and Nursing Assistants 4 33 43 29 100304 Animation, Interactive Technology, Video Graphics and Spec Yes 3 31 39 28 520302 Accounting Technology/Technician and Bookkeeping 14 39 54 25 470605 Diesel Mechanics Technology/Technician 7 29 33 22 470104 Computer Installation and Repair Technology/Technician 10 32 42 22 470105 Industrial Electronics Technology/Technician 16 38 38 21 111006 Computer Support Specialist Yes 2 23 29 21 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 151303 Architectural Drafting and Architectural CAD/CADD Yes 2 21 27 19 520299 Business Administration, Management and Operations, Other 2 21 27 19 510603 Dental Laboratory Technology/Technician 7 26 36 19 520205 Operations Management and Supervision 2 20 25 18 520909 Hotel, Motel, and Restaurant Management 2 20 25 18 460302 Electrician 33 51 68 18 460401 Building/Property Maintenance 3 20 27 17 100203 Recording Arts Technology/Technician 2 17 22 16 511501 Substance Abuse/Addiction Counseling 22 38 44 16 151202 Computer Technology/Computer Systems Technology Yes 7 23 25 15 510999 Allied Health Diagnostic, Intervention, and Treatment Prof 18 33 29 15 510706 Health Information/Medical Records Administration/Admin 2 16 20 14 470303 Industrial Mechanics and Maintenance Technology 78 92 102 14 511001 Blood Bank Technology Specialist 27 41 47 14 500406 Commercial Photography 1 15 19 13 460502 Pipefitting/Pipefitter and Sprinkler Fitter 2 15 20 13 190708 Child Care and Support Services Management 14 27 27 13 520201 Business Administration and Management, General 12 25 27 13 460415 Building Construction Technology 2 14 18 13 520209 Transportation/Mobility Management 1 14 17 12 150403 Electromechanical Technology/Electromechanical Engineering T Yes 5 17 18 12 150505 Solar Energy Technology/Technician Yes 1 12 16 11 110101 Computer and Information Sciences, General Yes 14 25 35 10 510917 Polysomnography 2 12 15 10 460101 Mason/Masonry 6 16 22 10 510808 Veterinary/Animal Health Technology/Technician and Veterinary 2 12 16 10 141099 Electrical, Electronics and Communications Engineering, Other Yes 1 11 14 10 220301 Legal Administrative Assistant/Secretary 1 11 14 10 439999 Homeland Security, Law Enforcement, Firefighting and Related 2 10 15 8 110601 Data Entry/Microcomputer Applications, General 4 11 18 8 151201 Computer Engineering Technology/Technician Yes 10 18 32 8 470611 Motorcycle Maintenance and Repair Technology/Technician 2 9 12 7 520399 Accounting and Related Services, Other 5 12 7 7 510812 Respiratory Therapy Technician/Assistant 7 12 24 6 500999 Music, Other 1 6 8 5 500402 Commercial and Advertising Art 1 6 9 5 150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 2 6 9 5 470101 Electrical/Electronics Equipment Installation and Repair, Ge 31 35 32 5 510802 Clinical/Medical Laboratory Assistant 2 7 5 4 131210 Early Childhood Education and Teaching 1 5 7 4 520407 Business/Office Automation/Technology/Data Entry 65 68 37 4 110199 Computer and Information Sciences, Other Yes 0 4 5 4 520301 Accounting 0 4 5 3 510712 Medical Reception/Receptionist 2 5 4 3 150612 Industrial Technology/Technician Yes 1 4 4 3 111003 Computer and Information Systems Security/Information Assur. Yes 0 3 4 3 110301 Data Processing and Data Processing Technology/Technician Yes 0 3 3 2 144201 Mechatronics, Robotics, and Automation Engineering Yes 0 3 3 2 479999 Mechanic and Repair Technologies/Technicians, Other 14 16 18 2 110201 Computer Programming/Programmer, General Yes 0 2 3 2 500602 Cinematography and Film/Video Production 1 3 4 2 110401 Information Science/Studies Yes 2 4 2 2 250301 Library and Archives Assisting 1 2 4 2 110901 Computer Systems Networking and Telecommunications Yes 3 4 7 2 521201 Management Information Systems, General 13 14 14 1 151102 Surveying Technology/Surveying Yes 0 1 2 1 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 0 1 2 1 220303 Court Reporting/Court Reporter 0 1 2 1 521001 Human Resources Management/Personnel Administration, General 0 1 2 1 480507 Tool and Die Technology/Technician 1 2 3 1 190505 Foodservice Systems Administration/Management 4 5 10 1 010607 Turf and Turfgrass Management 1 1 1 0 510799 Health and Medical Administrative Services, Other 2 2 0 0 010601 Applied Horticulture/Horticulture Operations, General 0 0 0 0 110203 Computer Programming, Vendor/Product Certification Yes 0 0 0 0 120508 Institutional Food Workers 0 0 0 0 500409 Graphic Design 0 0 0 0 520208 E-Commerce/Electronic Commerce 0 0 0 0 520305 Accounting and Business/Management 0 0 1 0 131320 Trade and Industrial Teacher Education 0 0 0 0 150699 Industrial Production Technologies/Technicians, Other Yes 0 0 0 0 449999 Public Administration and Social Service Professions, Other 0 0 0 0 512206 Occupational Health and Industrial Hygiene 0 0 0 0 110699 Data Entry/Microcomputer Applications, Other 0 0 1 0 231303 Professional, Technical, Business, and Scientific Writing 0 0 0 0 430109 Security and Loss Prevention Services 0 0 0 0 510000 Health Services/Allied Health/Health Sciences, General 0 0 1 0 150507 Environmental Engineering Technology/Environmental Technology Yes 0 0 0 0 150613 Manufacturing Engineering Technology/Technician Yes 0 0 0 0 390604 Pre-Theology/Pre-Ministerial Studies 0 0 0 0 521801 Sales, Distribution, and Marketing Operations, General 0 0 0 0 100305 Graphic and Printing Equipment Operator, General Production 1 0 0 -1 190599 Foods, Nutrition, and Related Services, Other 1 0 0 -1 460301 Electrical and Power Transmission Installation/Installer, Ge 1 0 0 -1 470302 Heavy Equipment Maintenance Technology/Technician 1 0 0 -1 520801 Finance, General 1 0 0 -1 521909 Special Products Marketing Operations 1 0 0 -1 510909 Surgical Technology/Technologist 4 3 8 -1 129999 Personal and Culinary Services, Other 1 0 0 -1 380203 Christian Studies 1 0 0 -1 111099 Computer/Information Technology Services Administration and Yes 1 0 0 -1 150405 Robotics Technology/Technician Yes 2 0 0 -2 120407 Hair Styling/Stylist and Hair Design 2 0 0 -2 150607 Plastics and Polymer Engineering Technology/Technician Yes 2 0 2 -2 240199 Liberal Arts and Sciences, General Studies and Humanities, Other 2 0 1 -2 150803 Automotive Engineering Technology/Technician Yes 2 0 0 -2 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 3 0 0 -3 519999 Health Professions and Related Clinical Sciences, Other 11 8 16 -3 150702 Quality Control Technology/Technician Yes 7 4 9 -3 010605 Landscaping and Groundskeeping 3 0 0 -3 510703 Health Unit Coordinator/Ward Clerk 3 0 0 -3 450702 Geographic Information Science and Cartography Yes 9 6 4 -3 521299 Management Information Systems and Services, Other 8 5 0 -3 520203 Logistics, Materials, and Supply Chain Management 4 0 0 -4 510908 Respiratory Care Therapy/Therapist 5 0 0 -5 510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Tec 10 6 8 -5 150399 Electrical and Electronic Engineering Technologies/Technician Yes 7 0 0 -7 510907 Medical Radiologic Technology/Science - Radiation Therapist 36 28 52 -8 510911 Radiologic Technology/Science - Radiographer 10 2 8 -8 520408 General Office Occupations and Clerical Services 9 0 0 -9 500605 Photography 10 0 0 -10 430203 Fire Science/Fire-fighting 20 6 0 -13 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 110501 Computer Systems Analysis/Analyst Yes 14 0 0 -14 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 15 0 0 -15 520204 Office Management and Supervision 16 0 0 -16 190799 Human Development, Family Studies, and Related Services, Other 16 0 0 -16 120401 Cosmetology/Cosmetologist, General 203 186 151 -17 511699 Nursing, Other 20 0 0 -20 520401 Administrative Assistant and Secretarial Science, General 21 0 0 -21 510708 Medical Transcription/Transcriptionist 25 3 0 -22 529999 Business, Management, Marketing, and Related Support Service 27 0 0 -27 521501 Real Estate 29 0 0 -29 151301 Drafting and Design Technology/Technician, General Yes 40 0 0 -40 120406 Make-Up Artist/Specialist 42 0 0 -42 510716 Medical Administrative/Executive Assistant and Medical Secret 42 0 0 -42 470607 Airframe Mechanics and Aircraft Maintenance Technology/Technicians 48 0 0 -48 480503 Machine Shop Technology/Assistant 55 0 0 -55 511099 Clinical/Medical Laboratory Science and Allied Professions, 72 11 0 -61 120499 Cosmetology and Related Personal Grooming Arts, Other 63 0 0 -63 512602 Home Health Aide/Home Attendant 94 0 0 -94 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructors 279 69 0 -210

Awards of at least 1 but less than 2 academic years 120401 Cosmetology/Cosmetologist, General 1,262 2,596 3,203 1,333 510909 Surgical Technology/Technologist 211 1,312 21,207 1,101 510801 Medical/Clinical Assistant 347 1,439 1,923 1,091 513901 Licensed Practical/Vocational Nurse Training 1,207 2,234 2,716 1,027 510601 Dental Assisting/Assistant 167 806 1,222 639 480508 Welding Technology/Welder 234 805 1,035 571 520499 Business Operations Support and Secretarial Services, Other 500 1,017 1,227 517 120500 Cooking and Related Culinary Arts, General 37 477 648 440 120402 Barbering/Barber 133 431 540 297 510805 Pharmacy Technician/Assistant 201 489 611 288 510911 Radiologic Technology/Science - Radiographer 27 290 361 262 470303 Industrial Mechanics and Maintenance Technology 222 467 515 245 513501 Massage Therapy/Therapeutic Massage 132 362 423 230 510707 Health Information/Medical Records Technology/Technician 88 313 430 225 510904 Emergency Medical Technology/Technician (EMT Paramedic) 138 356 438 218 510713 Medical Insurance Coding Specialist/Coder 35 220 319 185 470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 218 389 409 171 150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 36 195 259 159 460302 Electrician 91 246 341 155 510799 Health and Medical Administrative Services, Other 15 169 224 154 120409 Aesthetician/Esthetician and Skin Care Specialist 20 140 203 120 510705 Medical Office Management/Administration 18 138 185 120 510710 Medical Office Assistant/Specialist 46 153 214 107 510907 Medical Radiologic Technology/Science - Radiation Therapist 25 93 118 68 480501 Machine Tool Technology/Machinist 49 108 114 58 110101 Computer and Information Sciences, General Yes 41 98 119 57 150505 Solar Energy Technology/Technician Yes 6 62 78 56 510908 Respiratory Care Therapy/Therapist 15 61 133 46 520203 Logistics, Materials, and Supply Chain Management 6 52 68 45 510802 Clinical/Medical Laboratory Assistant 6 50 65 44 120410 Nail Technician/Specialist and Manicurist 7 46 62 39 190706 Child Development 9 43 61 34 510714 Medical Insurance Specialist/Medical Biller 30 63 85 32 470104 Computer Installation and Repair Technology/Technician 49 81 72 32 500913 Music Technology 4 36 46 32 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 460415 Building Construction Technology 3 33 42 30 470101 Electrical/Electronics Equipment Installation and Repair, Ge 104 131 122 27 510808 Veterinary/Animal Health Technology/Technician and Veterinary 4 31 40 27 151202 Computer Technology/Computer Systems Technology Yes 9 36 44 27 460401 Building/Property Maintenance 4 28 37 24 510917 Polysomnography 2 25 32 23 510905 Nuclear Medical Technology/Technologist 21 44 63 23 470609 Avionics Maintenance Technology/Technician 8 30 31 22 510708 Medical Transcription/Transcriptionist 23 44 32 21 521201 Management Information Systems, General 5 26 30 21 470611 Motorcycle Maintenance and Repair Technology/Technician 4 25 34 20 510901 Cardiovascular Technology/Technologist 3 23 30 20 460502 Pipefitting/Pipefitter and Sprinkler Fitter 2 21 27 19 240199 Liberal Arts and Sciences, General Studies and Humanities, Other 29 47 55 18 510716 Medical Administrative/Executive Assistant and Medical Secretaries 16 34 51 18 100203 Recording Arts Technology/Technician 67 84 175 17 511009 Phlebotomy Technician/Phlebotomist 3 20 27 16 520201 Business Administration and Management, General 6 22 26 16 150607 Plastics and Polymer Engineering Technology/Technician Yes 2 17 21 15 510899 Allied Health and Medical Assisting Services, Other 4 19 18 15 469999 Construction Trades, Other 15 30 39 15 310507 Physical Fitness Technician 2 16 20 15 190601 Housing and Human Environments, General 1 15 19 13 010605 Landscaping and Groundskeeping 3 16 22 13 111003 Computer and Information Systems Security/Information Assur. Yes 1 11 14 10 500903 Music Performance, General 3 12 18 10 500605 Photography 2 12 16 10 460503 Plumbing Technology/Plumber 1 10 13 9 131210 Early Childhood Education and Teaching 2 10 15 8 150403 Electromechanical Technology/Electromechanical Engineering T Yes 3 11 7 8 100201 Photographic and Film/Video Technology/Technician and Assist 1 8 10 7 110103 Information Technology Yes 10 17 25 7 500402 Commercial and Advertising Art 14 20 27 6 190708 Child Care and Support Services Management 19 24 28 6 410301 Chemical Technology/Technician Yes 3 8 13 6 151301 Drafting and Design Technology/Technician, General Yes 111 116 73 5 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 0 4 5 4 151302 CAD/CADD Drafting and/or Design Technology/Technician Yes 2 6 4 4 090702 Digital Communication and Media/Multimedia Yes 1 4 5 3 110701 Computer Science Yes 2 5 1 3 500602 Cinematography and Film/Video Production 0 3 3 2 110901 Computer Systems Networking and Telecommunications Yes 1 4 3 2 510701 Health/Health Care Administration/Management 0 2 3 2 520299 Business Administration, Management and Operations, Other 0 2 3 2 501003 Music Management 0 2 2 1 390604 Pre-Theology/Pre-Ministerial Studies 0 1 2 1 430103 Criminal Justice/Law Enforcement Administration 0 1 2 1 470110 Security System Installation, Repair, and Inspection Technology 0 1 2 1 520305 Accounting and Business/Management 0 1 2 1 110899 Computer Software and Media Applications, Other Yes 0 1 1 1 520801 Finance, General 1 1 1 1 240101 Liberal Arts and Sciences/Liberal Studies 1 1 0 0 100304 Animation, Interactive Technology, Video Graphics and Spec Yes 0 0 1 0 110401 Information Science/Studies Yes 0 0 1 0 231303 Professional, Technical, Business, and Scientific Writing 0 0 0 0 390702 Youth Ministry 0 0 0 0 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 430104 Criminal Justice/Safety Studies 0 0 0 0 489999 Precision Production, Other 0 0 0 0 509999 Visual and Performing Arts, Other 0 0 0 0 512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other 0 0 0 0 519999 Health Professions and Related Clinical Sciences, Other 0 0 0 0 260209 Radiation Biology/Radiobiology Yes 0 0 0 0 390601 Theology/Theological Studies 0 0 0 0 430107 Criminal Justice/Police Science 0 0 0 0 521299 Management Information Systems and Services, Other 0 0 0 0 110203 Computer Programming, Vendor/Product Certification Yes 0 0 1 0 470403 Locksmithing and Safe Repair 0 0 0 0 220301 Legal Administrative Assistant/Secretary 0 0 0 0 500101 Visual and Performing Arts, General 0 0 0 0 520701 Entrepreneurship/Entrepreneurial Studies 0 0 0 0 510603 Dental Laboratory Technology/Technician 22 21 24 0 111099 Computer/Information Technology Services Administration and Yes 0 0 0 0 150613 Manufacturing Engineering Technology/Technician Yes 0 0 0 0 090701 Radio and Television 1 0 0 -1 470607 Airframe Mechanics and Aircraft Maintenance Technology/Technicians 32 31 49 -1 111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0 0 -1 150405 Robotics Technology/Technician Yes 1 0 0 -1 470613 Medium/Heavy Vehicle and Truck Technology/Technician 1 0 0 -1 110201 Computer Programming/Programmer, General Yes 1 0 0 -1 110699 Data Entry/Microcomputer Applications, Other 1 0 0 -1 131202 Elementary Education and Teaching 1 0 0 -1 150612 Industrial Technology/Technician Yes 1 0 0 -1 120301 Funeral Service and Mortuary Science, General 1 0 0 -1 120407 Hair Styling/Stylist and Hair Design 1 0 0 -1 150803 Automotive Engineering Technology/Technician Yes 3 1 0 -2 480507 Tool and Die Technology/Technician 8 6 8 -2 529999 Business, Management, Marketing, and Related Support Service 30 28 17 -2 100305 Graphic and Printing Equipment Operator, General Production 21 19 17 -2 390201 Bible/Biblical Studies 2 0 0 -2 500999 Music, Other 17 15 15 -2 520302 Accounting Technology/Technician and Bookkeeping 29 27 25 -3 513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 3 0 0 -3 520399 Accounting and Related Services, Other 3 0 0 -3 460301 Electrical and Power Transmission Installation/Installer, Ge 7 4 3 -3 520301 Accounting 3 0 0 -3 460101 Mason/Masonry 9 6 2 -4 520408 General Office Occupations and Clerical Services 12 8 0 -4 510706 Health Information/Medical Records Administration/Admin 4 0 0 -4 110301 Data Processing and Data Processing Technology/Technician Yes 11 6 0 -4 119999 Computer and Information Sciences and Support Services, Other 5 0 0 -5 470615 Engine Machinist 5 0 7 -5 520101 Business/Commerce, General 5 0 0 -5 510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Tec 9 2 0 -7 150399 Electrical and Electronic Engineering Technologies/Technician Yes 8 0 0 -8 511699 Nursing, Other 11 0 0 -11 220302 Legal Assistant/Paralegal 14 0 0 -14 151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 15 0 0 -15 470302 Heavy Equipment Maintenance Technology/Technician 15 0 0 -15 479999 Mechanic and Repair Technologies/Technicians, Other 16 0 0 -16 120499 Cosmetology and Related Personal Grooming Arts, Other 17 0 19 -17 129999 Personal and Culinary Services, Other 19 0 0 -19 520401 Administrative Assistant and Secretarial Science, General 138 118 85 -20 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 470614 Alternative Fuel Vehicle Technology/Technician 20 0 0 -20 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructors 26 6 0 -21 110501 Computer Systems Analysis/Analyst Yes 23 0 0 -23 470699 Vehicle Maintenance and Repair Technologies, Other 23 0 0 -23 120413 Cosmetology, Barber/Styling, and Nail Instructor 29 0 0 -29 460499 Building/Construction Finishing, Management, and Inspection, 37 0 0 -37 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 50 0 0 -50 470608 Aircraft Powerplant Technology/Technician 54 0 0 -54 470105 Industrial Electronics Technology/Technician 74 0 0 -74 470604 Automobile/Automotive Mechanics Technology/Technician 692 608 479 -84 470605 Diesel Mechanics Technology/Technician 86 0 0 -86 480503 Machine Shop Technology/Assistant 139 0 0 -139 520407 Business/Office Automation/Technology/Data Entry 162 18 0 -144 470603 Autobody/Collision and Repair Technology/Technician 270 0 0 -270

Associate's degrees 240101 Liberal Arts and Sciences/Liberal Studies 3,106 5,361 6,399 2,255 513801 Registered Nursing/Registered Nurse 1,114 1,917 2,385 803 130101 Education, General 87 738 1,096 651 430103 Criminal Justice/Law Enforcement Administration 76 481 682 406 520201 Business Administration and Management, General 555 873 1,000 318 510713 Medical Insurance Coding Specialist/Coder 20 302 555 282 110901 Computer Systems Networking and Telecommunications Yes 153 403 568 249 120503 Culinary Arts/Chef Training 34 281 372 247 510707 Health Information/Medical Records Technology/Technician 85 325 421 239 100105 Communications Technology/Technician 26 207 290 181 151302 CAD/CADD Drafting and/or Design Technology/Technician Yes 59 202 257 143 150303 Electrical, Electronic and Communications Engineering Techno Yes 217 360 355 143 470605 Diesel Mechanics Technology/Technician 27 160 200 133 100203 Recording Arts Technology/Technician 17 147 197 129 190706 Child Development 101 228 221 127 150000 Engineering Technology, General Yes 39 146 199 107 500401 Design and Visual Communications, General 12 118 150 106 430104 Criminal Justice/Safety Studies 35 133 162 98 510601 Dental Assisting/Assistant 28 122 173 94 150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 28 122 172 94 500406 Commercial Photography 29 115 158 87 520301 Accounting 38 123 146 84 151202 Computer Technology/Computer Systems Technology Yes 37 120 145 83 520101 Business/Commerce, General 54 135 146 81 240102 General Studies 126 203 231 77 150612 Industrial Technology/Technician Yes 76 152 219 76 510805 Pharmacy Technician/Assistant 34 107 153 73 470603 Autobody/Collision and Repair Technology/Technician 23 94 116 71 510801 Medical/Clinical Assistant 242 308 418 66 510710 Medical Office Assistant/Specialist 7 70 89 63 150699 Industrial Production Technologies/Technicians, Other Yes 27 88 48 60 110899 Computer Software and Media Applications, Other Yes 17 73 104 56 519999 Health Professions and Related Clinical Sciences, Other 60 112 163 52 510806 Physical Therapy Technician/Assistant 115 166 209 51 111001 Network and System Administration/Administrator Yes 11 58 76 47 510602 Dental Hygiene/Hygienist 67 107 120 40 240199 Liberal Arts and Sciences, General Studies and Humanities, Other 11 44 48 34 120501 Baking and Pastry Arts/Baker/Pastry Chef 4 37 47 33 500605 Photography 6 37 47 31 510916 Radiation Protection/Health Physics Technician 3 33 42 30 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 131309 Technology Teacher Education/Industrial Arts Teacher Education 9 36 45 28 511004 Clinical/Medical Laboratory Technician 52 77 98 25 510803 Occupational Therapist Assistant 31 56 75 25 140101 Engineering, General Yes 5 29 34 24 110101 Computer and Information Sciences, General Yes 79 98 93 19 510904 Emergency Medical Technology/Technician (EMT Paramedic) 6 25 30 19 520299 Business Administration, Management and Operations, Other 75 93 83 18 520408 General Office Occupations and Clerical Services 2 20 25 18 470000 Mechanics and Repairers, General 7 25 39 18 510701 Health/Health Care Administration/Management 2 19 24 17 521001 Human Resources Management/Personnel Administration, General 2 17 22 16 511009 Phlebotomy Technician/Phlebotomist 3 19 26 16 460302 Electrician 2 16 21 14 131202 Elementary Education and Teaching 6 20 24 14 430199 Corrections and Criminal Justice, Other 8 22 33 14 512306 Occupational Therapy/Therapist 3 16 20 13 430203 Fire Science/Fire-fighting 29 40 47 12 511801 Opticianry/Ophthalmic Dispensing Optician 17 28 34 11 510808 Veterinary/Animal Health Technology/Technician and Veterinary 30 41 47 11 500409 Graphic Design 10 21 36 11 511803 Ophthalmic Technician/Technologist 7 17 23 11 010699 Applied Horticulture/Horticultural Business Services, Other 4 15 19 11 510705 Medical Office Management/Administration 7 18 24 10 220303 Court Reporting/Court Reporter 3 13 18 10 449999 Public Administration and Social Service Professions, Other 4 13 19 10 150613 Manufacturing Engineering Technology/Technician Yes 5 14 22 9 510812 Respiratory Therapy Technician/Assistant 1 9 12 8 190799 Human Development, Family Studies, and Related Services, Other 1 8 11 7 511109 Pre-Physical Therapy Studies 1 8 11 7 510799 Health and Medical Administrative Services, Other 1 7 8 6 120301 Funeral Service and Mortuary Science, General 32 38 36 6 261201 Biotechnology Yes 2 8 11 6 520305 Accounting and Business/Management 1 7 9 5 520999 Hospitality Administration/Management, Other 2 7 5 5 520407 Business/Office Automation/Technology/Data Entry 6 11 11 5 110203 Computer Programming, Vendor/Product Certification Yes 4 8 5 4 480501 Machine Tool Technology/Machinist 1 5 6 4 120412 Salon/Beauty Salon Management/Manager 0 4 5 4 120401 Cosmetology/Cosmetologist, General 1 5 8 3 150101 Architectural Engineering Technology/Technician Yes 14 17 13 3 450702 Geographic Information Science and Cartography Yes 6 9 13 3 010507 Equestrian/Equine Studies 0 3 4 3 110803 Computer Graphics Yes 0 3 4 3 521299 Management Information Systems and Services, Other 1 4 3 3 512308 Physical Therapy/Therapist 4 7 12 3 520203 Logistics, Materials, and Supply Chain Management 0 3 3 2 430112 Securities Services Administration/Management 1 3 6 2 190501 Foods, Nutrition, and Wellness Studies, General 1 3 4 2 521499 Marketing, Other 0 2 3 2 520904 Hotel/Motel Administration/Management 11 13 20 2 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 1 3 4 2 380203 Christian Studies 2 3 5 2 513104 Dietitian Assistant 6 8 11 2 512202 Environmental Health Yes 4 6 8 2 470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 3 5 6 2 120499 Cosmetology and Related Personal Grooming Arts, Other 0 2 2 1 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 460401 Building/Property Maintenance 0 2 2 1 190709 Child Care Provider/Assistant 0 2 2 1 010601 Applied Horticulture/Horticulture Operations, General 2 3 6 1 110301 Data Processing and Data Processing Technology/Technician Yes 0 1 2 1 470110 Security System Installation, Repair, and Inspection Technology 0 1 2 1 510715 Health/Medical Claims Examiner 0 1 2 1 109999 Communications Technologies/Technicians and Support Services 0 1 2 1 030511 Forest Technology/Technician 1 2 2 1 240103 Humanities/Humanistic Studies 1 2 1 1 131210 Early Childhood Education and Teaching 1 2 3 1 260101 Biology/Biological Sciences, General Yes 1 1 2 1 151303 Architectural Drafting and Architectural CAD/CADD Yes 1 1 2 1 510901 Cardiovascular Technology/Technologist 13 14 21 0 040201 Architecture 0 0 0 0 090499 Journalism, Other 0 0 0 0 131312 Music Teacher Education 0 0 0 0 190901 Apparel and Textiles, General 0 0 0 0 220301 Legal Administrative Assistant/Secretary 0 0 1 0 390301 Missions/Missionary Studies and Missiology 0 0 0 0 400501 Chemistry, General Yes 0 0 0 0 450601 Economics, General 0 0 0 0 470615 Engine Machinist 0 0 0 0 480507 Tool and Die Technology/Technician 0 0 0 0 510913 Athletic Training/Trainer 0 0 0 0 520399 Accounting and Related Services, Other 0 0 0 0 521099 Human Resources Management and Services, Other 0 0 1 0 010106 Agricultural Business Technology 0 0 0 0 149999 Engineering, Other Yes 0 0 0 0 159999 Engineering Technologies and Engineering-Related Fields, Other Yes 0 0 0 0 310505 Kinesiology and Exercise Science 0 0 0 0 390701 Pastoral Studies/Counseling 0 0 0 0 451101 Sociology 0 0 0 0 540101 History, General 0 0 0 0 099999 Communication, Journalism, and Related Programs, Other 0 0 0 0 390699 Theological and Ministerial Studies, Other 0 0 0 0 450101 Social Sciences, General 0 0 1 0 510912 Physician Assistant 0 0 0 0 100202 Radio and Television Broadcasting Technology/Technician 0 0 0 0 150401 Biomedical Technology/Technician Yes 0 0 0 0 511101 Pre-Dentistry Studies 0 0 0 0 010901 Animal Sciences, General Yes 0 0 0 0 150405 Robotics Technology/Technician Yes 0 0 0 0 230101 English Language and Literature, General 0 0 0 0 440000 Human Services, General 0 0 1 0 520206 Non-Profit/Public/Organizational Management 0 0 0 0 309999 Multi-/Interdisciplinary Studies, Other 2 2 1 0 090102 Mass Communication/Media Studies 0 0 1 0 500501 Drama and Dramatics/Theatre Arts, General 0 0 1 0 470302 Heavy Equipment Maintenance Technology/Technician 1 0 0 -1 511104 Pre-Veterinary Studies 1 0 0 -1 030501 Forestry, General 1 0 1 -1 150701 Occupational Safety and Health Technology/Technician Yes 1 0 0 -1 220001 Pre-Law Studies 1 0 0 -1 090101 Speech Communication and Rhetoric 1 0 0 -1 150503 Energy Management and Systems Technology/Technician Yes 1 0 0 -1 310501 Health and Physical Education/Fitness, General 1 0 0 -1 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 390604 Pre-Theology/Pre-Ministerial Studies 1 0 0 -1 111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0 0 -1 389999 Philosophy and Religious Studies, Other 1 0 0 -1 390601 Theology/Theological Studies 1 0 0 -1 420101 Psychology, General 1 0 0 -1 511199 Health/Medical Preparatory Programs, Other 1 0 0 -1 511699 Nursing, Other 1 0 0 -1 520901 Hospitality Administration/Management, General 1 0 0 -1 090701 Radio and Television 1 0 0 -1 150507 Environmental Engineering Technology/Environmental Technology Yes 1 0 0 -1 500901 Music, General 1 0 0 -1 520402 Executive Assistant/Executive Secretary 1 0 0 -1 521905 Tourism and Travel Services Marketing Operations 1 0 0 -1 500702 Fine/Studio Arts, General 2 0 0 -2 511103 Pre-Pharmacy Studies 2 0 0 -2 511102 Pre-Medicine/Pre-Medical Studies 2 0 0 -2 131205 Secondary Education and Teaching 2 0 0 -2 480508 Welding Technology/Welder 2 0 0 -2 510203 Speech-Language Pathology/Pathologist 2 0 0 -2 480503 Machine Shop Technology/Assistant 2 0 0 -2 110199 Computer and Information Sciences, Other Yes 2 0 0 -2 470699 Vehicle Maintenance and Repair Technologies, Other 2 0 0 -2 510899 Allied Health and Medical Assisting Services, Other 28 25 50 -2 520208 E-Commerce/Electronic Commerce 3 0 0 -3 479999 Mechanic and Repair Technologies/Technicians, Other 3 0 0 -3 390201 Bible/Biblical Studies 23 20 17 -3 470303 Industrial Mechanics and Maintenance Technology 3 0 0 -3 410301 Chemical Technology/Technician Yes 4 0 0 -4 511105 Pre-Nursing Studies 4 0 0 -4 520905 Restaurant/Food Services Management 5 0 0 -5 260209 Radiation Biology/Radiobiology Yes 5 0 0 -5 150403 Electromechanical Technology/Electromechanical Engineering T Yes 5 0 0 -5 220302 Legal Assistant/Paralegal 169 164 117 -5 500602 Cinematography and Film/Video Production 10 4 0 -6 010000 Agriculture, General 6 0 0 -6 161603 Sign Language Interpretation and Translation 11 5 0 -6 521902 Fashion Merchandising 15 9 27 -6 151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 7 0 0 -7 521801 Sales, Distribution, and Marketing Operations, General 7 0 0 -7 111003 Computer and Information Systems Security/Information Assur. Yes 7 0 0 -7 520204 Office Management and Supervision 8 0 0 -8 470101 Electrical/Electronics Equipment Installation and Repair, Ge 8 0 0 -8 150201 Civil Engineering Technology/Technician Yes 12 4 0 -9 510908 Respiratory Care Therapy/Therapist 117 108 97 -9 010603 Ornamental Horticulture 9 0 0 -9 500408 Interior Design 35 25 36 -10 510706 Health Information/Medical Records Administration/Admin 11 0 0 -11 440201 Community Organization and Advocacy 27 15 12 -12 110401 Information Science/Studies Yes 20 6 0 -14 510716 Medical Administrative/Executive Assistant and Medical Secretaries 14 0 0 -14 520401 Administrative Assistant and Secretarial Science, General 153 138 135 -15 110201 Computer Programming/Programmer, General Yes 15 0 0 -15 470609 Avionics Maintenance Technology/Technician 45 29 23 -16 110701 Computer Science Yes 19 0 0 -19 529999 Business, Management, Marketing, and Related Support Service 20 0 0 -20 151201 Computer Engineering Technology/Technician Yes 22 0 0 -22 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 150805 Mechanical Engineering/Mechanical Technology/Technician Yes 23 0 0 -23 150399 Electrical and Electronic Engineering Technologies/Technician Yes 86 63 153 -23 510714 Medical Insurance Specialist/Medical Biller 26 0 0 -26 430107 Criminal Justice/Police Science 84 55 55 -29 119999 Computer and Information Sciences and Support Services, Other 34 0 0 -34 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 41 0 0 -41 151301 Drafting and Design Technology/Technician, General Yes 49 0 0 -49 470604 Automobile/Automotive Mechanics Technology/Technician 49 0 0 -49 500402 Commercial and Advertising Art 137 81 27 -56 510911 Radiologic Technology/Science - Radiographer 65 0 0 -65 510907 Medical Radiologic Technology/Science - Radiation Therapist 164 99 77 -65 520302 Accounting Technology/Technician and Bookkeeping 86 10 0 -76 110103 Information Technology Yes 84 0 0 -84 513501 Massage Therapy/Therapeutic Massage 85 0 0 -85 510909 Surgical Technology/Technologist 86 0 0 -86 419999 Science Technologies/Technicians, Other Yes 163 66 29 -97 521201 Management Information Systems, General 186 0 0 -186

Awards of at least 2 but less than 4 academic years 470604 Automobile/Automotive Mechanics Technology/Technician 191 1,134 1,513 943 470603 Autobody/Collision and Repair Technology/Technician 91 831 1,145 741 520407 Business/Office Automation/Technology/Data Entry 32 374 696 342 470201 Heating, Air Conditioning, Ventilation and Refrigeration Mai 81 386 556 305 480503 Machine Shop Technology/Assistant 46 253 388 207 470608 Aircraft Powerplant Technology/Technician 46 214 309 168 470303 Industrial Mechanics and Maintenance Technology 23 100 159 77 480501 Machine Tool Technology/Machinist 15 70 105 56 470607 Airframe Mechanics and Aircraft Maintenance Technology/Technicians 9 62 82 53 470105 Industrial Electronics Technology/Technician 19 71 121 52 470605 Diesel Mechanics Technology/Technician 13 57 79 44 470104 Computer Installation and Repair Technology/Technician 7 42 57 34 510907 Medical Radiologic Technology/Science - Radiation Therapist 17 49 77 32 469999 Construction Trades, Other 6 36 49 31 150401 Biomedical Technology/Technician Yes 5 31 43 26 150501 Heating, Ventilation, Air Conditioning and Refrigeration Eng Yes 5 28 37 24 470302 Heavy Equipment Maintenance Technology/Technician 3 19 25 16 460302 Electrician 2 14 18 12 110103 Information Technology Yes 1 11 14 10 520499 Business Operations Support and Secretarial Services, Other 4 11 18 7 110101 Computer and Information Sciences, General Yes 6 11 20 5 131206 Teacher Education, Multiple Levels 1 5 7 5 144201 Mechatronics, Robotics, and Automation Engineering Yes 0 3 3 2 390601 Theology/Theological Studies 0 0 0 0 110501 Computer Systems Analysis/Analyst Yes 0 0 1 0 460101 Mason/Masonry 0 0 0 0 470609 Avionics Maintenance Technology/Technician 0 0 0 0 511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 1 0 0 -1 390604 Pre-Theology/Pre-Ministerial Studies 1 0 0 -1 480508 Welding Technology/Welder 1 0 0 -1 150803 Automotive Engineering Technology/Technician Yes 1 0 0 -1 510602 Dental Hygiene/Hygienist 2 0 0 -2 521201 Management Information Systems, General 2 0 0 -2 151202 Computer Technology/Computer Systems Technology Yes 2 0 2 -2 151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 2 0 0 -2 529999 Business, Management, Marketing, and Related Support Service 2 0 0 -2 119999 Computer and Information Sciences and Support Services, Other 3 0 0 -3 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 150399 Electrical and Electronic Engineering Technologies/Technician Yes 3 0 0 -3 510799 Health and Medical Administrative Services, Other 3 0 0 -3 220303 Court Reporting/Court Reporter 3 0 0 -3 470101 Electrical/Electronics Equipment Installation and Repair, Ge 4 0 4 -4 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 10 5 7 -4 479999 Mechanic and Repair Technologies/Technicians, Other 6 0 0 -6 513801 Registered Nursing/Registered Nurse 16 0 0 -16 151301 Drafting and Design Technology/Technician, General Yes 19 0 9 -19

Bachelor's degrees 513801 Registered Nursing/Registered Nurse 1,401 2,791 3,750 1,390 240101 Liberal Arts and Sciences/Liberal Studies 553 1,392 1,831 839 430103 Criminal Justice/Law Enforcement Administration 435 1,179 1,616 744 131206 Teacher Education, Multiple Levels 211 880 1,128 669 520201 Business Administration and Management, General 2,340 2,952 3,265 612 420101 Psychology, General 1,532 2,131 2,379 599 310505 Kinesiology and Exercise Science 228 743 1,017 515 260101 Biology/Biological Sciences, General Yes 975 1,371 1,589 396 521003 Organizational Behavior Studies 40 421 524 381 520301 Accounting 753 1,040 1,113 288 520203 Logistics, Materials, and Supply Chain Management 169 428 540 259 090401 Journalism 216 474 474 258 050299 Ethnic, Cultural Minority, Gender, and Group Studies, Other 24 271 371 246 540101 History, General 587 820 953 233 451001 Political Science and Government, General 687 915 1,058 228 440701 Social Work 346 564 671 218 310501 Health and Physical Education/Fitness, General 337 553 655 216 141901 Mechanical Engineering Yes 255 467 561 211 100203 Recording Arts Technology/Technician 18 224 410 206 310504 Sport and Fitness Administration/Management 151 341 433 190 131210 Early Childhood Education and Teaching 88 271 379 183 090101 Speech Communication and Rhetoric 253 429 540 176 302001 International/Global Studies 19 162 241 143 190501 Foods, Nutrition, and Wellness Studies, General 50 185 259 135 519999 Health Professions and Related Clinical Sciences, Other 89 224 289 134 430199 Corrections and Criminal Justice, Other 19 144 179 125 140801 Civil Engineering, General Yes 178 297 350 119 090100 Communication, General 11 123 162 112 160101 Foreign Languages and Literatures, General 121 232 278 110 513899 Registered Nursing, Nursing Administration, Nursing Research 11 120 158 110 100304 Animation, Interactive Technology, Video Graphics and Spec Yes 43 147 188 103 521001 Human Resources Management/Personnel Administration, General 33 135 181 103 511199 Health/Medical Preparatory Programs, Other 31 131 194 100 510702 Hospital and Health Care Facilities Administration/Management 20 119 179 100 260202 Biochemistry Yes 39 138 174 99 260204 Molecular Biology Yes 30 127 230 97 150399 Electrical and Electronic Engineering Technologies/Technician Yes 13 107 266 94 440000 Human Services, General 36 129 166 93 500903 Music Performance, General 74 163 201 89 131202 Elementary Education and Teaching 372 455 546 83 151501 Engineering/Industrial Management Yes 43 124 188 81 270101 Mathematics, General Yes 255 336 358 80 500901 Music, General 220 298 308 78 500409 Graphic Design 23 101 144 77 140701 Chemical Engineering Yes 81 158 186 77 450901 International Relations and Affairs 65 141 171 76 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 400601 Geology/Earth Science, General Yes 69 145 177 76 522001 Construction Management 16 92 126 75 090902 Public Relations/Image Management 76 151 205 75 190706 Child Development 75 150 181 74 131209 Kindergarten/Preschool Education and Teaching 29 101 170 72 131205 Secondary Education and Teaching 73 142 170 69 500702 Fine/Studio Arts, General 152 220 259 68 520305 Accounting and Business/Management 16 83 111 68 110103 Information Technology Yes 21 86 113 65 111001 Network and System Administration/Administrator Yes 11 75 101 65 380101 Philosophy 122 186 212 64 261501 Neuroscience Yes 48 112 133 63 400501 Chemistry, General Yes 263 326 389 63 500999 Music, Other 46 109 150 63 450201 Anthropology 142 204 227 62 521101 International Business/Trade/Commerce 42 104 135 62 500703 Art History, Criticism and Conservation 43 104 127 61 150000 Engineering Technology, General Yes 113 172 191 59 500602 Cinematography and Film/Video Production 23 81 100 57 240102 General Studies 174 229 322 55 400801 Physics, General Yes 66 121 145 55 131203 Junior High/Intermediate/Middle School Education and Teaching 19 68 89 50 422703 Developmental and Child Psychology Yes 46 96 102 50 520904 Hotel/Motel Administration/Management 40 90 121 49 131307 Health Teacher Education 49 98 126 49 030104 Environmental Science Yes 10 59 76 49 510602 Dental Hygiene/Hygienist 65 111 128 47 160905 Spanish Language and Literature 188 234 234 46 521902 Fashion Merchandising 21 66 88 46 111003 Computer and Information Systems Security/Information Assur. Yes 30 74 118 43 390702 Youth Ministry 28 71 98 43 500408 Interior Design 72 115 145 43 300101 Biological and Physical Sciences Yes 27 69 92 42 500401 Design and Visual Communications, General 19 59 70 40 011101 Plant Sciences, General Yes 54 93 102 39 451101 Sociology 392 430 435 38 131328 History Teacher Education 34 71 90 38 150303 Electrical, Electronic and Communications Engineering Techno Yes 35 72 82 38 190401 Family Resource Management Studies, General 60 94 110 34 142301 Nuclear Engineering Yes 21 54 76 34 231304 Rhetoric and Composition 4 37 48 33 390601 Theology/Theological Studies 47 80 83 32 110401 Information Science/Studies Yes 7 39 50 32 230101 English Language and Literature, General 852 883 937 32 131312 Music Teacher Education 54 85 94 31 110899 Computer Software and Media Applications, Other Yes 4 33 44 29 500601 Film/Cinema/Video Studies 7 36 49 29 450601 Economics, General 372 400 379 28 090702 Digital Communication and Media/Multimedia Yes 15 43 67 28 099999 Communication, Journalism, and Related Programs, Other 21 49 61 28 190701 Human Development and Family Studies, General 85 112 116 27 050207 Women's Studies 8 35 42 27 510701 Health/Health Care Administration/Management 28 54 55 27 301701 Behavioral Sciences Yes 16 41 58 26 510911 Radiologic Technology/Science - Radiographer 13 37 58 24 390602 Divinity/Ministry 3 27 34 24 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 390701 Pastoral Studies/Counseling 20 44 72 24 220000 Legal Studies, General 6 29 35 23 011202 Soil Chemistry and Physics Yes 4 27 36 23 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 12 34 48 22 490101 Aeronautics/Aviation/Aerospace Science and Technology, Genre Yes 111 133 157 22 240103 Humanities/Humanistic Studies 18 40 47 22 140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 18 39 49 21 141301 Engineering Science Yes 50 70 106 20 511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 38 58 68 20 500605 Photography 10 30 37 20 231301 Writing, General 2 22 28 20 520799 Entrepreneurial and Small Business Operations, Other 12 32 52 20 090199 Communication and Media Studies, Other 24 44 42 19 380203 Christian Studies 13 31 43 19 160901 French Language and Literature 61 80 91 19 390501 Religious/Sacred Music 8 26 35 18 430104 Criminal Justice/Safety Studies 28 46 64 18 010603 Ornamental Horticulture 20 38 81 18 520501 Business/Corporate Communications 2 20 26 18 520701 Entrepreneurship/Entrepreneurial Studies 22 39 66 18 050201 African-American/Black Studies 10 27 35 17 050106 European Studies/Civilization 8 25 30 17 019999 Agriculture, Agriculture Operations, and Related Sciences, O 6 22 15 16 120504 Restaurant, Culinary, and Catering Management/Manager 2 18 22 16 090799 Radio, Television, and Digital Communication, Other 5 20 20 15 150699 Industrial Production Technologies/Technicians, Other Yes 7 21 8 14 440501 Public Policy Analysis, General 9 23 38 14 520208 E-Commerce/Electronic Commerce 5 19 29 14 500904 Music Theory and Composition 7 21 27 14 090999 Public Relations, Advertising, and Applied Communication, Other 10 24 36 14 450701 Geography 49 63 64 13 500101 Visual and Performing Arts, General 36 49 59 13 030101 Natural Resources/Conservation, General Yes 10 23 25 13 090901 Organizational Communication, General 5 17 23 12 220302 Legal Assistant/Paralegal 18 30 36 12 161200 Classics and Classical Languages, Literatures, and Linguistics 26 38 50 11 513999 Practical Nursing, Vocational Nursing and Nursing Assistants 2 13 17 11 050102 American/United States Studies/Civilization 15 27 25 11 160902 Italian Language and Literature 4 15 19 11 319999 Parks, Recreation, Leisure, and Fitness Studies, Other 5 16 23 11 159999 Engineering Technologies and Engineering-Related Fields, Other Yes 5 15 7 11 261305 Environmental Biology Yes 6 16 25 11 050107 Latin American Studies 8 18 21 11 389999 Philosophy and Religious Studies, Other 20 31 33 11 090908 Technical and Scientific Communication 1 12 15 11 040401 Environmental Design/Architecture 5 15 24 10 261310 Ecology and Evolutionary Biology Yes 1 12 15 10 010901 Animal Sciences, General Yes 89 99 113 10 050103 Asian Studies/Civilization 3 13 17 10 500102 Digital Arts 1 11 14 10 422804 Industrial and Organizational Psychology 19 28 32 9 500410 Illustration 2 11 15 9 030201 Natural Resources Management and Policy 26 36 35 9 500699 Film/Video and Photographic Arts, Other 1 10 13 9 010102 Agribusiness/Agricultural Business Operations 25 34 37 9 231303 Professional, Technical, Business, and Scientific Writing 7 16 18 9 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 400599 Chemistry, Other Yes 3 12 16 9 160402 Russian Language and Literature 8 17 18 9 500908 Voice and Opera 4 13 16 9 440401 Public Administration 12 21 27 8 302501 Cognitive Science Yes 9 17 29 8 131401 Teaching English as a Second or Foreign Language/ESL Language 6 14 18 8 011001 Food Science Yes 11 19 21 8 390301 Missions/Missionary Studies and Missiology 17 25 23 8 111004 Web/Multimedia Management and Webmaster Yes 2 10 15 8 131099 Special Education and Teaching, Other 10 18 18 8 520302 Accounting Technology/Technician and Bookkeeping 1 8 11 7 520999 Hospitality Administration/Management, Other 2 10 6 7 260406 Cell/Cellular and Molecular Biology Yes 2 9 13 7 040201 Architecture 55 62 66 7 131302 Art Teacher Education 22 29 37 7 161601 American Sign Language (ASL) 3 10 14 7 510907 Medical Radiologic Technology/Science - Radiation Therapist 6 13 22 7 301501 Science, Technology and Society 3 9 14 6 500406 Commercial Photography 1 7 8 6 500913 Music Technology 1 7 8 6 520213 Organizational Leadership 1 7 8 6 141801 Materials Engineering Yes 6 12 13 6 030199 Natural Resources Conservation and Research, Other Yes 2 8 5 6 500907 Keyboard Instruments 2 8 11 6 160900 Romance Languages, Literatures, and Linguistics, General 1 7 9 6 500911 Stringed Instruments 4 9 16 5 380206 Jewish/Judaic Studies 1 6 8 5 240199 Liberal Arts and Sciences, General Studies and Humanities, Other 5 10 13 5 540199 History, Other 11 17 29 5 511109 Pre-Physical Therapy Studies 1 6 7 5 511103 Pre-Pharmacy Studies 2 7 9 5 380299 Religion/Religious Studies, Other 4 9 13 5 140301 Agricultural Engineering Yes 6 11 12 5 500708 Painting 1 6 8 5 450605 International Economics 7 11 13 5 309999 Multi-/Interdisciplinary Studies, Other 1,311 1,316 1,593 5 160501 German Language and Literature 26 31 33 4 422706 Physiological Psychology/Psychobiology Yes 1 5 7 4 451099 Political Science and Government, Other 0 5 6 4 500915 Woodwind Instruments 0 5 6 4 520304 Accounting and Finance 1 5 7 4 513818 Nursing Practice 1 5 7 4 260102 Biomedical Sciences, General Yes 4 8 13 4 190901 Apparel and Textiles, General 39 43 54 4 090907 International and Intercultural Communication 0 4 5 4 160102 Linguistics 0 4 5 4 090900 Public Relations, Advertising, and Applied Communication 1 4 5 4 269999 Biological and Biomedical Sciences, Other Yes 10 14 6 4 512501 Veterinary Sciences/Veterinary Clinical Sciences, General 1 5 7 3 450301 Archeology Yes 2 5 6 3 190203 Consumer Merchandising/Retailing Management 2 5 6 3 513199 Dietetics and Clinical Nutrition Services, Other 1 4 3 3 111099 Computer/Information Technology Services Administration and Yes 2 5 3 3 521801 Sales, Distribution, and Marketing Operations, General 2 5 6 3 450299 Anthropology, Other 1 4 3 3 511102 Pre-Medicine/Pre-Medical Studies 8 11 9 3 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 131311 Mathematics Teacher Education 20 23 27 3 010101 Agricultural Business and Management, General 2 5 5 3 161603 Sign Language Interpretation and Translation 8 10 11 3 390705 Lay Ministry 0 3 4 3 220001 Pre-Law Studies 1 3 5 3 261307 Conservation Biology Yes 0 3 4 3 510201 Communication Sciences and Disorders, General 2 4 5 3 510908 Respiratory Care Therapy/Therapist 17 20 30 3 030204 Natural Resource Economics 0 3 3 2 110201 Computer Programming/Programmer, General Yes 0 3 3 2 303301 Sustainability Studies Yes 0 3 3 2 510808 Veterinary/Animal Health Technology/Technician and Veterinary 0 3 3 2 521904 Apparel and Accessories Marketing Operations 0 3 3 2 161299 Classics and Classical Languages, Literatures, and Linguistics 1 3 3 2 270301 Applied Mathematics, General Yes 7 9 11 2 110199 Computer and Information Sciences, Other Yes 2 4 3 2 119999 Computer and Information Sciences and Support Services, Other 7 10 7 2 131322 Biology Teacher Education 8 10 11 2 510913 Athletic Training/Trainer 29 31 39 2 500507 Directing and Theatrical Production 0 2 3 2 500916 Percussion Instruments 0 2 3 2 430106 Forensic Science and Technology Yes 0 2 3 2 400899 Physics, Other Yes 1 2 3 2 500912 Music Pedagogy 1 2 1 2 261301 Ecology Yes 1 2 3 2 010000 Agriculture, General 138 140 156 1 131011 Education/Teaching of Individuals with Specific Learning Disabilities 1 2 1 1 140501 Bioengineering and Biomedical Engineering Yes 68 69 83 1 161203 Latin Language and Literature 2 3 2 1 110501 Computer Systems Analysis/Analyst Yes 0 1 2 1 110901 Computer Systems Networking and Telecommunications Yes 0 1 2 1 131329 Physics Teacher Education 0 1 2 1 302201 Ancient Studies/Civilization 0 1 2 1 390704 Women's Ministry 0 1 2 1 500914 Brass Instruments 0 1 2 1 302202 Classical, Ancient Mediterranean and Near Eastern Studies an 1 2 3 1 450799 Geography, Other 1 2 1 1 131331 Speech Teacher Education 0 1 2 1 190599 Foods, Nutrition, and Related Services, Other 0 1 1 1 500502 Technical Theatre/Theatre Design and Technology 0 1 1 1 500599 Dramatic/Theatre Arts and Stagecraft, Other 2 3 2 1 131012 Education/Teaching of Individuals with Speech or Language Imp. 0 1 1 1 131330 Spanish Language Teacher Education 4 5 6 1 500506 Acting 1 2 4 1 390799 Pastoral Counseling and Specialized Ministries, Other 2 3 5 0 131325 French Language Teacher Education 1 2 2 0 050104 East Asian Studies 6 6 8 0 301401 Museology/Museum Studies 1 1 1 0 380103 Ethics 4 5 5 0 260701 Zoology/Animal Biology Yes 1 1 2 0 150801 Aeronautical/Aerospace Engineering Technology/Technician Yes 9 9 8 0 261199 Biomathematics, Bioinformatics, and Computational Biology, O Yes 0 0 0 0 400508 Chemical Physics Yes 0 0 0 0 400802 Atomic/Molecular Physics Yes 0 0 0 0 410101 Biology Technician/Biotechnology Laboratory Technician Yes 0 0 0 0 422801 Clinical Psychology 0 0 0 0 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 510912 Physician Assistant 0 0 0 0 511101 Pre-Dentistry Studies 0 0 0 0 512207 Public Health Education and Promotion 0 0 0 0 520809 Credit Management 0 0 1 0 521206 Information Resources Management 0 0 1 0 540102 American History (United States) 0 0 0 0 131015 Education/Teaching of Individuals in Early Childhood Special 0 0 0 0 150805 Mechanical Engineering/Mechanical Technology/Technician Yes 0 0 0 0 161202 Ancient/Classical Greek Language and Literature 0 0 0 0 239999 English Language and Literature/Letters, Other 0 0 1 0 510299 Communication Disorders Sciences and Services, Other 0 0 0 0 512305 Music Therapy/Therapist 0 0 0 0 520703 Small Business Administration/Management 0 0 1 0 131326 German Language Teacher Education 0 0 0 0 190499 Family and Consumer Economics and Related Services, Other 0 0 0 0 540103 European History 0 0 1 0 050110 Russian Studies 2 1 1 0 100105 Communications Technology/Technician 0 0 1 0 131323 Chemistry Teacher Education 0 0 0 0 260301 Botany/Plant Biology Yes 0 0 0 0 301801 Natural Sciences Yes 0 0 0 0 470103 Communications Systems Installation and Repair Technology 0 0 0 0 512301 Art Therapy/Therapist 0 0 0 0 131306 Foreign Language Teacher Education 0 0 0 0 131324 Drama and Dance Teacher Education 0 0 1 0 419999 Science Technologies/Technicians, Other Yes 0 0 0 0 131310 Sales and Marketing Operations/Marketing and Distribution 0 0 0 0 190505 Foodservice Systems Administration/Management 0 0 0 0 301301 Medieval and Renaissance Studies 0 0 0 0 150613 Manufacturing Engineering Technology/Technician Yes 3 2 5 0 149999 Engineering, Other Yes 1 0 0 -1 511503 Clinical/Medical Social Work 1 0 0 -1 260203 Biophysics Yes 1 0 1 -1 512399 Rehabilitation and Therapeutic Professions, Other 1 0 0 -1 501004 Theatre/Theatre Arts Management 1 0 1 -1 521304 Actuarial Science Yes 1 0 0 -1 131335 Psychology Teacher Education 1 0 0 -1 231302 Creative Writing 2 1 4 -1 160104 Comparative Literature 1 0 0 -1 509999 Visual and Performing Arts, Other 1 0 0 -1 131332 Geography Teacher Education 1 0 0 -1 260210 Biochemistry and Molecular Biology Yes 1 0 0 -1 521701 Insurance 1 0 0 -1 510202 Audiology/Audiologist 8 7 8 -1 050122 Regional Studies (US, Canadian, Foreign) 1 0 0 -1 450401 Criminology 1 0 0 -1 511104 Pre-Veterinary Studies 1 0 0 -1 510706 Health Information/Medical Records Administration/Admin 20 19 21 -1 422803 Counseling Psychology 1 0 2 -1 131316 Science Teacher Education/General Science Teacher Education 5 4 4 -1 050114 Western European Studies 1 0 1 -1 302301 Intercultural/Multicultural and Diversity Studies 2 0 1 -2 449999 Public Administration and Social Service Professions, Other 2 0 3 -2 451201 Urban Studies/Affairs 6 4 1 -2 520901 Hospitality Administration/Management, General 2 0 0 -2 190403 Consumer Services and Advocacy 2 0 2 -2 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 511105 Pre-Nursing Studies 2 0 1 -2 131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0 0 -2 310599 Health and Physical Education/Fitness, Other 9 7 8 -2 141201 Engineering Physics/Applied Physics Yes 2 0 0 -2 030599 Forestry, Other 2 0 0 -2 050199 Area Studies, Other 2 0 0 -2 511004 Clinical/Medical Laboratory Technician 2 0 0 -2 150101 Architectural Engineering Technology/Technician Yes 2 0 0 -2 520801 Finance, General 500 498 542 -2 030502 Forest Sciences and Biology Yes 2 0 0 -2 450699 Economics, Other 4 1 0 -2 521099 Human Resources Management and Services, Other 3 0 0 -3 190000 Work and Family Studies 3 0 0 -3 190601 Housing and Human Environments, General 3 0 0 -3 511002 Cytotechnology/Cytotechnologist Yes 3 0 0 -3 261399 Ecology, Evolution, Systematics and Population Biology, Other Yes 3 0 0 -3 529999 Business, Management, Marketing, and Related Support Service 8 5 0 -3 230401 English Composition 3 0 0 -3 300801 Mathematics and Computer Science Yes 5 2 1 -3 141101 Engineering Mechanics Yes 3 0 0 -3 500799 Fine Arts and Art Studies, Other 4 0 0 -4 390604 Pre-Theology/Pre-Ministerial Studies 11 8 18 -4 150507 Environmental Engineering Technology/Environmental Technology Yes 4 0 0 -4 140401 Architectural Engineering Yes 9 5 2 -4 422701 Cognitive Psychology and Psycholinguistics Yes 6 2 0 -4 260503 Medical Microbiology and Bacteriology Yes 4 0 0 -4 161103 Ancient Near Eastern and Biblical Languages, Literatures, an 4 0 3 -4 131309 Technology Teacher Education/Industrial Arts Teacher Education 4 0 0 -4 510000 Health Services/Allied Health/Health Sciences, General 4 0 0 -4 510203 Speech-Language Pathology/Pathologist 31 26 27 -5 521499 Marketing, Other 5 0 0 -5 131314 Physical Education Teaching and Coaching 80 75 76 -5 521501 Real Estate 5 0 0 -5 310101 Parks, Recreation and Leisure Studies 8 3 1 -5 131301 Agricultural Teacher Education 10 5 6 -5 131399 Teacher Education and Professional Development, Specific Sub 6 0 0 -6 510905 Nuclear Medical Technology/Technologist 11 5 0 -6 510999 Allied Health Diagnostic, Intervention, and Treatment Prof 6 0 0 -6 500902 Music History, Literature, and Theory 6 0 0 -6 520803 Banking and Financial Support Services 7 0 0 -7 010199 Agricultural Business and Management, Other 17 10 5 -7 513101 Dietetics/Dietitian 7 0 0 -7 520401 Administrative Assistant and Secretarial Science, General 7 0 0 -7 521804 Selling Skills and Sales Operations 7 0 0 -7 270501 Statistics, General Yes 10 2 1 -8 390201 Bible/Biblical Studies 210 202 209 -8 260499 Cell/Cellular Biology and Anatomical Sciences, Other Yes 8 0 0 -8 513808 Nursing Science 8 0 0 -8 110101 Computer and Information Sciences, General Yes 173 164 115 -9 151102 Surveying Technology/Surveying Yes 11 2 0 -9 030501 Forestry, General 16 6 2 -9 150612 Industrial Technology/Technician Yes 48 38 38 -10 030601 Wildlife, Fish and Wildlands Science and Management Yes 50 40 38 -10 390699 Theological and Ministerial Studies, Other 10 0 0 -10 510204 Audiology/Audiologist and Speech-Language Pathology/Pathology 10 0 0 -10 510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Tec 10 0 0 -10 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 151201 Computer Engineering Technology/Technician Yes 10 0 0 -10 512202 Environmental Health Yes 11 0 0 -11 143501 Industrial Engineering Yes 35 24 22 -11 131299 Teacher Education and Professional Development, Specific Lev 24 12 0 -12 131001 Special Education and Teaching, General 191 178 172 -13 090102 Mass Communication/Media Studies 471 457 506 -14 400101 Physical Sciences Yes 14 0 0 -14 520205 Operations Management and Supervision 16 0 0 -16 131318 Social Studies Teacher Education 17 2 0 -16 131305 English/Language Arts Teacher Education 38 21 23 -17 090402 Broadcast Journalism 18 0 0 -18 500701 Art/Art Studies, General 229 210 201 -18 139999 Education, Other 83 65 34 -19 513802 Nursing Administration 19 0 0 -19 110701 Computer Science Yes 207 187 132 -20 512201 Public Health, General 31 10 7 -21 399999 Theology and Religious Vocations, Other 21 0 0 -21 131303 Business Teacher Education 21 0 0 -21 030103 Environmental Studies Yes 22 0 0 -22 440201 Community Organization and Advocacy 23 0 0 -23 131319 Technical Teacher Education 23 0 0 -23 511699 Nursing, Other 23 0 0 -23 450101 Social Sciences, General 226 203 189 -23 512306 Occupational Therapy/Therapist 24 0 0 -24 512308 Physical Therapy/Therapist 28 0 0 -28 459999 Social Sciences, Other 37 8 0 -28 310301 Parks, Recreation and Leisure Facilities Management, General 57 25 0 -32 190704 Family Systems 33 0 0 -33 140901 Computer Engineering, General Yes 59 25 0 -35 390401 Religious Education 35 0 0 -35 500501 Drama and Dramatics/Theatre Arts, General 184 148 142 -37 520101 Business/Commerce, General 379 342 328 -37 520299 Business Administration, Management and Operations, Other 91 54 9 -37 231001 Speech and Rhetorical Studies 40 0 0 -40 141001 Electrical and Electronics Engineering Yes 181 140 98 -40 090499 Journalism, Other 41 0 0 -41 500402 Commercial and Advertising Art 42 0 0 -42 501003 Music Management 454 411 410 -43 090903 Advertising 96 52 16 -44 520204 Office Management and Supervision 46 0 0 -46 429999 Psychology, Other 56 7 0 -49 090701 Radio and Television 50 0 0 -50 130101 Education, General 53 0 0 -53 190402 Consumer Economics 68 13 0 -55 140101 Engineering, General Yes 80 8 0 -72 521301 Management Science Yes 73 0 0 -73 520601 Business/Managerial Economics 115 39 10 -76 520206 Non-Profit/Public/Organizational Management 96 2 0 -94 380201 Religion/Religious Studies 123 26 0 -98 521201 Management Information Systems, General 219 82 0 -137 521401 Marketing/Marketing Management, General 649 489 374 -160 190101 Family and Consumer Sciences/Human Sciences, General 211 25 0 -185

Postbaccalaureate certificates 131401 Teaching English as a Second or Foreign Language/ESL Language 7 50 67 43 511501 Substance Abuse/Addiction Counseling 3 32 41 29 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 510701 Health/Health Care Administration/Management 13 40 48 28 301101 Gerontology 5 25 31 20 520206 Non-Profit/Public/Organizational Management 2 23 29 20 110103 Information Technology Yes 2 20 25 18 151501 Engineering/Industrial Management Yes 2 20 25 18 513805 Family Practice Nurse/Nursing 3 20 26 17 450702 Geographic Information Science and Cartography Yes 3 19 25 16 422806 Educational Psychology 2 15 19 13 521207 Knowledge Management 1 12 15 11 270501 Statistics, General Yes 4 15 20 11 030299 Natural Resources Management and Policy, Other 1 12 15 10 050201 African-American/Black Studies 2 12 15 10 131202 Elementary Education and Teaching 28 38 79 10 050207 Women's Studies 2 11 16 9 430106 Forensic Science and Technology Yes 1 9 12 8 300501 Peace Studies and Conflict Resolution 1 9 12 8 513899 Registered Nursing, Nursing Administration, Nursing Research 1 8 11 7 513101 Dietetics/Dietitian 1 8 10 7 513801 Registered Nursing/Registered Nurse 1 8 10 7 142301 Nuclear Engineering Yes 2 9 12 7 130407 Community College Education 2 8 12 7 150000 Engineering Technology, General Yes 1 7 9 6 131305 English/Language Arts Teacher Education 2 8 11 6 301401 Museology/Museum Studies 2 8 11 5 111003 Computer and Information Systems Security/Information Assur. Yes 1 6 8 5 390201 Bible/Biblical Studies 1 5 7 5 520304 Accounting and Finance 1 5 7 5 141901 Mechanical Engineering Yes 1 5 6 4 130603 Educational Statistics and Research Methods Yes 0 4 6 4 512201 Public Health, General 0 4 6 4 131205 Secondary Education and Teaching 0 4 5 4 451002 American Government and Politics (United States) 0 4 5 4 520299 Business Administration, Management and Operations, Other 0 4 5 4 131322 Biology Teacher Education 1 5 7 4 131328 History Teacher Education 1 4 6 3 520701 Entrepreneurship/Entrepreneurial Studies 1 5 7 3 520305 Accounting and Business/Management 0 4 4 3 540105 Public/Applied History 1 4 5 3 130501 Educational/Instructional Technology Yes 3 6 7 3 130401 Educational Leadership and Administration, General 1 4 5 3 439999 Homeland Security, Law Enforcement, Firefighting and Related 0 3 4 3 520101 Business/Commerce, General 0 3 4 3 131303 Business Teacher Education 1 3 4 2 131203 Junior High/Intermediate/Middle School Education and Teaching 1 4 6 2 131315 Reading Teacher Education 1 3 4 2 513803 Adult Health Nurse/Nursing 0 2 3 2 422803 Counseling Psychology 0 2 3 2 513804 Nurse Anesthetist 0 2 3 2 131299 Teacher Education and Professional Development, Specific Lev 2 4 4 1 261102 Biostatistics Yes 0 1 2 1 390401 Religious Education 0 1 2 1 500901 Music, General 0 1 2 1 500912 Music Pedagogy 0 1 2 1 521001 Human Resources Management/Personnel Administration, General 0 1 2 1 261309 Epidemiology Yes 2 3 6 1 131101 Counselor Education/School Counseling and Guidance Services 3 4 0 1 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 513810 Psychiatric/Mental Health Nurse/Nursing 0 1 1 1 390601 Theology/Theological Studies 2 3 3 1 040301 City/Urban, Community and Regional Planning 0 0 0 0 110401 Information Science/Studies Yes 0 0 1 0 301301 Medieval and Renaissance Studies 0 0 0 0 440701 Social Work 0 0 0 0 131323 Chemistry Teacher Education 0 0 1 0 160102 Linguistics 0 0 1 0 520301 Accounting 0 0 1 0 140401 Architectural Engineering Yes 0 0 1 0 500409 Graphic Design 0 0 0 0 511699 Nursing, Other 0 0 0 0 130101 Education, General 0 0 0 0 131311 Mathematics Teacher Education 0 0 0 0 400601 Geology/Earth Science, General Yes 1 0 0 -1 512299 Public Health, Other 1 0 1 -1 500602 Cinematography and Film/Video Production 2 0 0 -2 520201 Business Administration and Management, General 3 0 0 -3 131206 Teacher Education, Multiple Levels 4 0 0 -4 220302 Legal Assistant/Paralegal 19 0 0 -19

Master's degrees 520201 Business Administration and Management, General 1,498 2,499 2,932 1,002 513801 Registered Nursing/Registered Nurse 207 985 1,350 778 390602 Divinity/Ministry 43 392 563 349 520213 Organizational Leadership 25 304 428 280 131206 Teacher Education, Multiple Levels 123 357 449 235 520301 Accounting 197 422 512 225 131205 Secondary Education and Teaching 155 370 471 215 511508 Mental Health Counseling/Counselor 21 201 285 180 440701 Social Work 224 383 446 159 240102 General Studies 15 149 202 134 131299 Teacher Education and Professional Development, Specific Lev 45 160 199 116 131401 Teaching English as a Second or Foreign Language/ESL Language 36 147 204 111 513805 Family Practice Nurse/Nursing 61 170 243 109 440401 Public Administration 86 184 244 98 520801 Finance, General 30 121 155 92 422803 Counseling Psychology 110 200 253 90 513804 Nurse Anesthetist 61 150 198 89 422899 Clinical, Counseling and Applied Psychology, Other 10 89 115 79 130301 Curriculum and Instruction 648 724 795 76 310505 Kinesiology and Exercise Science 40 110 139 70 512201 Public Health, General 73 140 173 67 512306 Occupational Therapy/Therapist 57 123 171 66 513814 Critical Care Nursing 29 93 141 64 520399 Accounting and Related Services, Other 40 99 122 59 510912 Physician Assistant 50 105 128 55 310504 Sport and Fitness Administration/Management 22 73 95 51 131001 Special Education and Teaching, General 124 175 228 51 512211 Health Services Administration 6 57 73 51 513803 Adult Health Nurse/Nursing 48 91 119 43 513802 Nursing Administration 14 56 74 43 090102 Mass Communication/Media Studies 38 80 106 42 130201 Bilingual and Multilingual Education 7 47 59 40 230101 English Language and Literature, General 124 161 172 37 513809 Pediatric Nurse/Nursing 29 65 89 36 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 520304 Accounting and Finance 4 40 51 36 440502 Education Policy Analysis 4 39 50 35 269999 Biological and Biomedical Sciences, Other Yes 13 48 65 34 390401 Religious Education 14 47 67 33 130410 Urban Education and Leadership 3 36 46 33 511505 Marriage and Family Therapy/Counseling 25 57 81 33 151501 Engineering/Industrial Management Yes 13 45 62 32 131302 Art Teacher Education 4 36 46 31 513102 Clinical Nutrition/Nutritionist 11 40 56 29 500901 Music, General 70 98 116 29 520206 Non-Profit/Public/Organizational Management 20 48 47 29 450604 Development Economics and International Development 4 33 43 28 309999 Multi-/Interdisciplinary Studies, Other 20 48 50 27 130406 Higher Education/Higher Education Administration 19 46 55 27 380001 Philosophy and Religious Studies, General 3 29 37 27 510203 Speech-Language Pathology/Pathologist 31 57 75 26 220202 Programs for Foreign Lawyers 11 37 57 26 390201 Bible/Biblical Studies 33 59 68 26 130701 International and Comparative Education 5 29 40 25 513806 Maternal/Child Health and Neonatal Nurse/Nursing 12 36 55 24 300501 Peace Studies and Conflict Resolution 3 26 33 23 231302 Creative Writing 12 35 46 23 240101 Liberal Arts and Sciences/Liberal Studies 34 57 68 22 261001 Pharmacology Yes 3 25 32 22 131201 Adult and Continuing Education and Teaching 22 44 69 22 400501 Chemistry, General Yes 32 54 61 22 030299 Natural Resources Management and Policy, Other 2 24 31 22 500903 Music Performance, General 8 29 37 21 190101 Family and Consumer Sciences/Human Sciences, General 13 34 38 21 131303 Business Teacher Education 16 37 42 21 513817 Nursing Education 3 23 30 20 521101 International Business/Trade/Commerce 11 31 39 20 040201 Architecture 12 32 38 20 110701 Computer Science Yes 60 79 97 19 090907 International and Intercultural Communication 2 21 27 19 510702 Hospital and Health Care Facilities Administration/Management 14 33 40 19 521003 Organizational Behavior Studies 19 37 58 18 520701 Entrepreneurship/Entrepreneurial Studies 9 27 31 18 422805 School Psychology 16 33 43 17 440201 Community Organization and Advocacy 6 23 31 17 250101 Library and Information Science 83 100 109 17 140901 Computer Engineering, General Yes 7 24 32 17 510799 Health and Medical Administrative Services, Other 3 20 27 17 540199 History, Other 2 18 24 16 390699 Theological and Ministerial Studies, Other 9 25 34 16 131312 Music Teacher Education 10 25 33 15 422806 Educational Psychology 44 59 62 15 131315 Reading Teacher Education 43 58 73 15 130404 Educational, Instructional, and Curriculum Supervision 4 19 26 15 521401 Marketing/Marketing Management, General 14 28 33 15 310301 Parks, Recreation and Leisure Facilities Management, General 14 28 37 14 100203 Recording Arts Technology/Technician 3 17 23 14 510706 Health Information/Medical Records Administration/Admin 1 15 19 13 260101 Biology/Biological Sciences, General Yes 58 71 74 13 140501 Bioengineering and Biomedical Engineering Yes 27 40 41 13 380201 Religion/Religious Studies 31 44 53 13 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 490104 Aviation/Airway Management and Operations 4 16 19 12 030104 Environmental Science Yes 1 13 17 12 430103 Criminal Justice/Law Enforcement Administration 39 51 46 12 510701 Health/Health Care Administration/Management 25 36 55 11 131311 Mathematics Teacher Education 7 18 22 11 500706 Intermedia/Multimedia 1 12 15 11 300601 Systems Science and Theory Yes 10 21 35 11 513820 Clinical Nurse Leader 1 12 16 11 520803 Banking and Financial Support Services 2 13 17 10 110401 Information Science/Studies Yes 1 12 15 10 513807 Nurse Midwife/Nursing Midwifery 13 23 26 10 149999 Engineering, Other Yes 20 29 22 10 520601 Business/Managerial Economics 7 16 18 10 261309 Epidemiology Yes 8 17 15 9 510602 Dental Hygiene/Hygienist 3 12 18 9 131003 Education/Teaching of Individuals with Hearing Impairments I 2 11 15 9 142301 Nuclear Engineering Yes 13 22 27 9 010101 Agricultural Business and Management, General 4 12 17 8 511401 Medical Scientist Yes 10 19 34 8 512706 Medical Informatics Yes 2 10 13 8 521005 Human Resources Development 3 11 17 8 270501 Statistics, General Yes 14 22 26 8 140801 Civil Engineering, General Yes 56 63 75 8 261199 Biomathematics, Bioinformatics, and Computational Biology, O Yes 2 9 13 7 190706 Child Development 5 13 21 7 090100 Communication, General 1 8 10 7 520205 Operations Management and Supervision 12 19 18 7 400801 Physics, General Yes 21 28 41 7 310501 Health and Physical Education/Fitness, General 153 160 164 7 130408 Elementary and Middle School Administration/Principalship 8 15 20 7 030601 Wildlife, Fish and Wildlands Science and Management Yes 8 15 16 7 160900 Romance Languages, Literatures, and Linguistics, General 4 10 16 6 131321 Computer Teacher Education 1 7 8 6 111099 Computer/Information Technology Services Administration and Yes 1 7 9 5 500701 Art/Art Studies, General 15 20 19 5 540101 History, General 46 51 58 5 520101 Business/Commerce, General 82 87 103 5 510501 Dental Clinical Sciences, General 6 12 14 5 011001 Food Science Yes 5 10 11 5 160501 German Language and Literature 6 11 12 5 422801 Clinical Psychology 1 6 7 5 260406 Cell/Cellular and Molecular Biology Yes 1 6 8 5 519999 Health Professions and Related Clinical Sciences, Other 2 7 8 5 261102 Biostatistics Yes 3 7 4 5 451001 Political Science and Government, General 15 19 21 4 140101 Engineering, General Yes 18 22 25 4 050207 Women's Studies 1 5 8 4 500912 Music Pedagogy 1 5 8 4 450701 Geography 11 15 13 4 161200 Classics and Classical Languages, Literatures, and Linguistics 2 6 8 4 521302 Business Statistics Yes 0 4 5 4 140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 6 10 12 4 131304 Driver and Safety Teacher Education 3 7 4 4 390501 Religious/Sacred Music 1 5 7 4 229999 Legal Professions and Studies, Other 3 6 3 4 141401 Environmental/Environmental Health Engineering Yes 16 19 22 3 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 520807 Investments and Securities 0 4 4 3 141801 Materials Engineering Yes 7 10 12 3 390702 Youth Ministry 3 6 9 3 513199 Dietetics and Clinical Nutrition Services, Other 1 4 3 3 513810 Psychiatric/Mental Health Nurse/Nursing 21 24 26 3 131099 Special Education and Teaching, Other 2 5 3 3 500501 Drama and Dramatics/Theatre Arts, General 11 14 16 3 030501 Forestry, General 6 8 8 3 512205 Health/Medical Physics Yes 5 7 14 3 260210 Biochemistry and Molecular Biology Yes 0 3 4 3 390601 Theology/Theological Studies 97 100 120 2 010801 Agricultural and Extension Education Services 0 3 3 2 030199 Natural Resources Conservation and Research, Other Yes 1 3 2 2 150699 Industrial Production Technologies/Technicians, Other Yes 1 3 2 2 011202 Soil Chemistry and Physics Yes 1 3 6 2 110201 Computer Programming/Programmer, General Yes 2 4 3 2 260102 Biomedical Sciences, General Yes 1 3 3 2 019999 Agriculture, Agriculture Operations, and Related Sciences, O 1 3 2 2 160904 Portuguese Language and Literature 1 3 3 2 400601 Geology/Earth Science, General Yes 15 17 18 2 450101 Social Sciences, General 0 2 2 2 390301 Missions/Missionary Studies and Missiology 1 2 3 1 422705 Personality Psychology Yes 0 2 2 1 261103 Bioinformatics Yes 2 4 6 1 513813 Clinical Nurse Specialist 3 4 9 1 521601 Taxation 1 3 0 1 450601 Economics, General 38 39 46 1 260799 Zoology/Animal Biology, Other Yes 1 2 1 1 010000 Agriculture, General 4 6 9 1 261501 Neuroscience Yes 0 1 2 1 512212 Behavioral Aspects of Health 0 1 2 1 513816 Emergency Room/Trauma Nursing 0 1 2 1 520901 Hospitality Administration/Management, General 0 1 2 1 529999 Business, Management, Marketing, and Related Support Service 0 1 2 1 261101 Biometry/Biometrics Yes 0 1 1 1 511002 Cytotechnology/Cytotechnologist Yes 1 2 3 0 150000 Engineering Technology, General Yes 32 33 16 0 160999 Romance Languages, Literatures, and Linguistics, Other 4 4 0 0 131305 English/Language Arts Teacher Education 2 2 2 0 131318 Social Studies Teacher Education 0 0 0 0 260701 Zoology/Animal Biology Yes 0 0 0 0 520305 Accounting and Business/Management 0 0 0 0 130601 Educational Evaluation and Research Yes 0 0 0 0 260403 Anatomy Yes 0 0 0 0 260806 Human/Medical Genetics Yes 0 0 0 0 260910 Pathology/Experimental Pathology Yes 0 0 0 0 430112 Securities Services Administration/Management 0 0 1 0 512310 Vocational Rehabilitation Counseling/Counselor 0 0 0 0 401001 Materials Science Yes 1 1 1 0 260204 Molecular Biology Yes 0 0 1 0 260401 Cell/Cellular Biology and Histology Yes 0 0 0 0 159999 Engineering Technologies and Engineering-Related Fields, Other Yes 2 2 0 0 260707 Animal Physiology Yes 0 0 0 0 390701 Pastoral Studies/Counseling 0 0 0 0 140301 Agricultural Engineering Yes 4 4 5 0 512004 Medicinal and Pharmaceutical Chemistry Yes 0 0 0 0 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 510913 Athletic Training/Trainer 18 17 18 0 050107 Latin American Studies 5 5 5 0 161203 Latin Language and Literature 0 0 1 0 260203 Biophysics Yes 0 0 0 0 260902 Molecular Physiology Yes 1 0 0 -1 131316 Science Teacher Education/General Science Teacher Education 1 0 0 -1 260502 Microbiology, General Yes 1 0 1 -1 260911 Oncology and Cancer Biology Yes 1 0 0 -1 520208 E-Commerce/Electronic Commerce 1 0 0 -1 310101 Parks, Recreation and Leisure Studies 2 1 0 -1 160901 French Language and Literature 5 5 4 -1 160104 Comparative Literature 1 0 0 -1 260503 Medical Microbiology and Bacteriology Yes 3 2 1 -1 422802 Community Psychology 4 3 3 -1 142001 Metallurgical Engineering Yes 1 0 0 -1 260301 Botany/Plant Biology Yes 1 0 0 -1 130501 Educational/Instructional Technology Yes 16 15 23 -1 150612 Industrial Technology/Technician Yes 7 6 8 -1 010603 Ornamental Horticulture 1 0 0 -1 131309 Technology Teacher Education/Industrial Arts Teacher Education 1 0 0 -1 131322 Biology Teacher Education 1 0 0 -1 400603 Geophysics and Seismology Yes 1 0 0 -1 399999 Theology and Religious Vocations, Other 3 2 6 -1 131327 Health Occupations Teacher Education 1 0 0 -1 141301 Engineering Science Yes 8 7 9 -1 131307 Health Teacher Education 2 0 0 -2 090401 Journalism 15 13 10 -2 131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0 0 -2 509999 Visual and Performing Arts, Other 2 0 0 -2 260202 Biochemistry Yes 4 2 1 -2 270101 Mathematics, General Yes 61 60 45 -2 512299 Public Health, Other 4 2 6 -2 440501 Public Policy Analysis, General 2 0 0 -2 500799 Fine Arts and Art Studies, Other 2 0 0 -2 143201 Polymer/Plastics Engineering Yes 3 0 0 -3 010103 Agricultural Economics 8 5 5 -3 131209 Kindergarten/Preschool Education and Teaching 3 0 0 -3 500401 Design and Visual Communications, General 3 0 0 -3 513101 Dietetics/Dietitian 3 0 0 -3 500999 Music, Other 3 0 0 -3 521299 Management Information Systems and Services, Other 3 0 0 -3 010901 Animal Sciences, General Yes 5 1 0 -4 512202 Environmental Health Yes 4 0 0 -4 131306 Foreign Language Teacher Education 7 3 3 -4 521201 Management Information Systems, General 4 0 0 -4 011105 Plant Protection and Integrated Pest Management Yes 4 0 0 -4 261301 Ecology Yes 4 0 0 -4 451101 Sociology 24 20 20 -5 131399 Teacher Education and Professional Development, Specific Sub 5 0 0 -5 190501 Foods, Nutrition, and Wellness Studies, General 10 6 6 -5 160905 Spanish Language and Literature 8 4 3 -5 131102 College Student Counseling and Personnel Services 13 9 8 -5 420101 Psychology, General 128 123 130 -5 302301 Intercultural/Multicultural and Diversity Studies 5 0 5 -5 500703 Art History, Criticism and Conservation 7 2 3 -5 030103 Environmental Studies Yes 6 0 0 -6 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 190402 Consumer Economics 6 0 0 -6 131210 Early Childhood Education and Teaching 10 4 11 -6 011101 Plant Sciences, General Yes 7 0 0 -7 380101 Philosophy 16 9 9 -7 131301 Agricultural Teacher Education 7 0 0 -7 510202 Audiology/Audiologist 8 0 0 -8 040301 City/Urban, Community and Regional Planning 18 10 3 -9 450201 Anthropology 21 11 7 -10 110101 Computer and Information Sciences, General Yes 26 16 4 -10 190701 Human Development and Family Studies, General 28 16 12 -12 139999 Education, Other 12 0 0 -12 140701 Chemical Engineering Yes 13 0 0 -13 449999 Public Administration and Social Service Professions, Other 14 0 0 -14 131319 Technical Teacher Education 15 0 0 -15 500702 Fine/Studio Arts, General 16 0 0 -16 520299 Business Administration, Management and Operations, Other 79 59 25 -20 143501 Industrial Engineering Yes 20 0 0 -20 521001 Human Resources Management/Personnel Administration, General 23 0 0 -23 090101 Speech Communication and Rhetoric 23 0 0 -23 141901 Mechanical Engineering Yes 48 23 10 -25 131101 Counselor Education/School Counseling and Guidance Services 209 183 202 -27 429999 Psychology, Other 28 0 0 -28 513811 Public Health/Community Nurse/Nursing 28 0 0 -28 521301 Management Science Yes 28 0 0 -28 510204 Audiology/Audiologist and Speech-Language Pathology/Pathology 82 50 33 -31 512308 Physical Therapy/Therapist 32 0 0 -32 141001 Electrical and Electronics Engineering Yes 78 46 26 -33 511699 Nursing, Other 34 0 0 -34 131202 Elementary Education and Teaching 180 118 155 -62 513808 Nursing Science 63 0 0 -63 130499 Educational Administration and Supervision, Other 98 31 3 -67 130401 Educational Leadership and Administration, General 712 603 638 -109 130101 Education, General 601 460 293 -140

Post-master's certificates 130301 Curriculum and Instruction 214 1,233 1,605 1,019 130401 Educational Leadership and Administration, General 321 685 905 364 513805 Family Practice Nurse/Nursing 1 7 9 6 422805 School Psychology 1 7 9 5 513801 Registered Nursing/Registered Nurse 1 4 6 3 390602 Divinity/Ministry 1 3 5 2 512306 Occupational Therapy/Therapist 4 6 2 2 131304 Driver and Safety Teacher Education 0 0 0 0 422806 Educational Psychology 0 0 0 0 513817 Nursing Education 0 0 1 0 511699 Nursing, Other 0 0 0 0 420101 Psychology, General 0 0 0 0 513813 Clinical Nurse Specialist 0 0 0 0 131101 Counselor Education/School Counseling and Guidance Services 16 15 11 0 513808 Nursing Science 1 0 0 -1 130501 Educational/Instructional Technology Yes 6 5 0 -1 130404 Educational, Instructional, and Curriculum Supervision 1 0 0 -1 131299 Teacher Education and Professional Development, Specific Lev 8 5 14 -3 130101 Education, General 34 3 0 -32 130499 Educational Administration and Supervision, Other 529 0 0 -529 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 Doctor's degrees 512308 Physical Therapy/Therapist 100 272 370 172 380001 Philosophy and Religious Studies, General 8 110 143 102 130401 Educational Leadership and Administration, General 83 158 181 75 130499 Educational Administration and Supervision, Other 8 70 91 62 512306 Occupational Therapy/Therapist 23 78 87 55 513801 Registered Nursing/Registered Nurse 3 36 46 33 130406 Higher Education/Higher Education Administration 17 47 61 30 510202 Audiology/Audiologist 17 45 70 28 400501 Chemistry, General Yes 30 57 72 27 540101 History, General 11 36 43 25 269999 Biological and Biomedical Sciences, Other Yes 14 38 45 25 230101 English Language and Literature, General 19 41 51 22 310505 Kinesiology and Exercise Science 3 25 32 22 260101 Biology/Biological Sciences, General Yes 11 32 43 21 090102 Mass Communication/Media Studies 6 26 35 20 261501 Neuroscience Yes 7 24 33 17 513818 Nursing Practice 2 17 22 16 110701 Computer Science Yes 9 23 35 15 260911 Oncology and Cancer Biology Yes 5 18 27 13 422899 Clinical, Counseling and Applied Psychology, Other 1 13 17 12 140801 Civil Engineering, General Yes 9 21 27 12 390699 Theological and Ministerial Studies, Other 8 19 21 11 513805 Family Practice Nurse/Nursing 1 12 15 11 131001 Special Education and Teaching, General 5 15 21 10 260406 Cell/Cellular and Molecular Biology Yes 6 16 26 10 401001 Materials Science Yes 2 12 16 10 131102 College Student Counseling and Personnel Services 1 11 14 9 451001 Political Science and Government, General 7 16 19 9 540105 Public/Applied History 1 10 14 9 270101 Mathematics, General Yes 15 24 27 9 380199 Philosophy, Other 1 9 12 8 160905 Spanish Language and Literature 3 11 13 8 131299 Teacher Education and Professional Development, Specific Lev 2 10 13 8 513808 Nursing Science 29 37 56 8 261103 Bioinformatics Yes 1 8 11 7 420101 Psychology, General 51 58 57 7 140701 Chemical Engineering Yes 8 14 18 6 500901 Music, General 7 13 17 6 142301 Nuclear Engineering Yes 4 9 10 6 190701 Human Development and Family Studies, General 1 6 8 5 519999 Health Professions and Related Clinical Sciences, Other 4 9 10 5 260902 Molecular Physiology Yes 4 9 15 5 030103 Environmental Studies Yes 1 6 8 5 141001 Electrical and Electronics Engineering Yes 16 21 27 5 260799 Zoology/Animal Biology, Other Yes 2 7 5 4 520901 Hospitality Administration/Management, General 1 5 7 4 143501 Industrial Engineering Yes 2 7 10 4 260806 Human/Medical Genetics Yes 1 6 9 4 513803 Adult Health Nurse/Nursing 1 5 7 4 260202 Biochemistry Yes 14 18 16 4 512212 Behavioral Aspects of Health 0 4 5 4 010901 Animal Sciences, General Yes 3 6 6 3 440701 Social Work 4 7 7 3 400601 Geology/Earth Science, General Yes 4 7 10 3 141801 Materials Engineering Yes 8 11 16 3 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 513802 Nursing Administration 0 3 4 3 513814 Critical Care Nursing 0 3 4 3 142701 Systems Engineering Yes 1 4 6 3 010000 Agriculture, General 2 5 8 3 140101 Engineering, General Yes 12 15 21 3 260210 Biochemistry and Molecular Biology Yes 0 3 3 2 140901 Computer Engineering, General Yes 2 4 7 2 520601 Business/Managerial Economics 4 6 6 2 520201 Business Administration and Management, General 21 23 28 2 512201 Public Health, General 0 2 3 2 190501 Foods, Nutrition, and Wellness Studies, General 0 2 3 2 160101 Foreign Languages and Literatures, General 3 5 5 2 140501 Bioengineering and Biomedical Engineering Yes 9 11 13 1 260910 Pathology/Experimental Pathology Yes 4 6 4 1 261001 Pharmacology Yes 11 13 11 1 513807 Nurse Midwife/Nursing Midwifery 0 2 2 1 513810 Psychiatric/Mental Health Nurse/Nursing 0 2 2 1 513813 Clinical Nurse Specialist 0 2 2 1 140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 1 3 3 1 160900 Romance Languages, Literatures, and Linguistics, General 1 2 3 1 261301 Ecology Yes 5 6 7 1 380201 Religion/Religious Studies 13 14 14 1 510204 Audiology/Audiologist and Speech-Language Pathology/Pathology 7 8 6 1 030101 Natural Resources/Conservation, General Yes 2 3 6 1 030199 Natural Resources Conservation and Research, Other Yes 0 1 1 1 160901 French Language and Literature 1 2 1 1 450701 Geography 3 4 5 1 422802 Community Psychology 1 1 3 0 131202 Elementary Education and Teaching 0 0 0 0 131210 Early Childhood Education and Teaching 0 0 0 0 390401 Religious Education 0 0 1 0 513809 Pediatric Nurse/Nursing 0 0 1 0 513899 Registered Nursing, Nursing Administration, Nursing Research 0 0 1 0 131305 English/Language Arts Teacher Education 0 0 0 0 131307 Health Teacher Education 0 0 0 0 169999 Foreign Languages, Literatures, and Linguistics, Other 0 0 0 0 130404 Educational, Instructional, and Curriculum Supervision 0 0 0 0 131315 Reading Teacher Education 0 0 0 0 521005 Human Resources Development 0 0 0 0 142001 Metallurgical Engineering Yes 1 0 0 -1 160104 Comparative Literature 1 0 0 -1 400603 Geophysics and Seismology Yes 1 0 0 -1 450601 Economics, General 8 7 9 -1 260701 Zoology/Animal Biology Yes 1 0 0 -1 160501 German Language and Literature 1 0 0 -1 521301 Management Science Yes 1 0 0 -1 011101 Plant Sciences, General Yes 1 0 0 -1 140301 Agricultural Engineering Yes 1 0 0 -1 110101 Computer and Information Sciences, General Yes 1 0 0 -1 143201 Polymer/Plastics Engineering Yes 1 0 0 -1 510701 Health/Health Care Administration/Management 1 0 0 -1 521001 Human Resources Management/Personnel Administration, General 1 0 0 -1 309999 Multi-/Interdisciplinary Studies, Other 3 2 1 -2 260301 Botany/Plant Biology Yes 2 0 0 -2 141401 Environmental/Environmental Health Engineering Yes 2 0 0 -2 260204 Molecular Biology Yes 2 0 0 -2 Appendix 2: Projected Awards by Individual Instructional Program Average Growth Graduates 2000-12 to CIP Program STEM? 2000-12 2012-25 2025 2012-25 440401 Public Administration 2 0 0 -2 141301 Engineering Science Yes 2 0 0 -2 011001 Food Science Yes 2 0 0 -2 260102 Biomedical Sciences, General Yes 2 0 0 -2 131101 Counselor Education/School Counseling and Guidance Services 2 0 1 -2 260401 Cell/Cellular Biology and Histology Yes 2 0 0 -2 260707 Animal Physiology Yes 2 0 0 -2 130301 Curriculum and Instruction 28 25 26 -3 422804 Industrial and Organizational Psychology 3 0 0 -3 141901 Mechanical Engineering Yes 8 4 6 -3 399999 Theology and Religious Vocations, Other 4 0 0 -4 310501 Health and Physical Education/Fitness, General 7 3 2 -4 260502 Microbiology, General Yes 4 0 2 -4 451101 Sociology 7 3 2 -4 260403 Anatomy Yes 6 2 3 -4 090101 Speech Communication and Rhetoric 4 0 0 -4 422806 Educational Psychology 13 8 1 -5 422803 Counseling Psychology 8 3 2 -5 450201 Anthropology 5 0 0 -5 400801 Physics, General Yes 18 12 13 -6 512004 Medicinal and Pharmaceutical Chemistry Yes 6 0 0 -6 380101 Philosophy 11 3 0 -7 390601 Theology/Theological Studies 11 2 0 -9 260503 Medical Microbiology and Bacteriology Yes 11 0 0 -11 190101 Family and Consumer Sciences/Human Sciences, General 11 0 0 -11 139999 Education, Other 12 0 0 -12 130101 Education, General 37 15 0 -21

First-professional degrees and certificates 512001 Pharmacy 143 422 532 280 511901 Osteopathic Medicine/Osteopathy 11 139 180 129 510401 Dentistry 125 145 156 21 512308 Physical Therapy/Therapist 4 24 36 20 512401 Veterinary Medicine 64 72 75 8 511201 Medicine 389 396 398 7 390401 Religious Education 0 0 0 0 399999 Theology and Religious Vocations, Other 0 0 0 0 220101 Law 479 479 480 0 511701 Optometry 117 115 116 -2 390602 Divinity/Ministry 128 3 4 -124

Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 010000 Agriculture, General 100.0% 100.0% 0.0% 0.0% 010101 Agricultural Business and Management, General 83.8% 93.2% 16.2% 6.8% 010102 Agribusiness/Agricultural Business Operations 100.0% 100.0% - - 010103 Agricultural Economics 100.0% 100.0% - - 010106 Agricultural Business Technology - - 0.0% 0.0% 010199 Agricultural Business and Management, Other 100.0% 100.0% - - 010507 Equestrian/Equine Studies - - 0.0% 100.0% 010601 Applied Horticulture/Horticulture Operations, General 100.0% 100.0% - - 010603 Ornamental Horticulture 100.0% 100.0% - - 010605 Landscaping and Groundskeeping 100.0% 100.0% - - 010607 Turf and Turfgrass Management 0.0% 100.0% - - 010699 Applied Horticulture/Horticultural Business Services, Other 100.0% 100.0% - - 010801 Agricultural and Extension Education Services 100.0% 100.0% - - 010901 Animal Sciences, General Yes 99.2% 100.0% 0.8% 0.0% 011001 Food Science Yes 100.0% 100.0% - - 011101 Plant Sciences, General Yes 100.0% 100.0% - - 011105 Plant Protection and Integrated Pest Management Yes 100.0% 0.0% - - 011202 Soil Chemistry and Physics Yes 100.0% 100.0% - - 019999 Agriculture, Agriculture Operations, and Related Sciences, Other 0.0% 100.0% - -

030101 Natural Resources/Conservation, General Yes 25.0% 19.4% 75.0% 80.6% 030103 Environmental Studies Yes 46.4% 100.0% 53.6% 0.0% 030104 Environmental Science Yes 76.5% 76.3% 23.5% 23.7% 030199 Natural Resources Conservation and Research, Other Yes 0.0% 76.0% 0.0% 24.0% 030201 Natural Resources Management and Policy 100.0% 100.0% - - 030204 Natural Resource Economics 100.0% 100.0% - - 030299 Natural Resources Management and Policy, Other - - 100.0% 100.0% 030501 Forestry, General 100.0% 90.9% 0.0% 9.1% 030502 Forest Sciences and Biology Yes - - 100.0% 0.0% 030511 Forest Technology/Technician - - 0.0% 100.0% 030599 Forestry, Other - - 0.0% 0.0% 030601 Wildlife, Fish and Wildlands Science and Management Yes 91.7% 93.1% 8.3% 6.9% 040201 Architecture 100.0% 100.0% 0.0% 0.0% 040301 City/Urban, Community and Regional Planning 100.0% 100.0% - - 040401 Environmental Design/Architecture 100.0% 100.0% - - 050102 American/United States Studies/Civilization - - 100.0% 100.0% 050103 Asian Studies/Civilization - - 100.0% 100.0% 050104 East Asian Studies - - 100.0% 100.0% 050106 European Studies/Civilization - - 100.0% 100.0% 050107 Latin American Studies - - 100.0% 100.0% 050110 Russian Studies - - 100.0% 100.0% 050114 Western European Studies - - 0.0% 100.0% 050122 Regional Studies (US., Canadian, Foreign) - - 0.0% 0.0% 050199 Area Studies, Other - - 0.0% 0.0% 050201 African-American/Black Studies 86.4% 86.0% 13.6% 14.0% 050207 Women's Studies 55.2% 49.1% 44.8% 50.9% 050299 Ethnic, Cultural Minority, Gender, and Group Studies, Other 95.8% 95.8% 4.2% 4.2% 090100 Communication, General 74.9% 73.1% 25.1% 26.9% 090101 Speech Communication and Rhetoric 63.2% 63.3% 36.8% 36.7% 090102 Mass Communication/Media Studies 92.8% 93.6% 7.2% 6.4% 090199 Communication and Media Studies, Other - - 100.0% 100.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 090401 Journalism 86.8% 86.3% 13.2% 13.7% 090402 Broadcast Journalism - - 100.0% 0.0% 090499 Journalism, Other 91.9% 0.0% 8.1% 0.0% 090701 Radio and Television 73.4% 0.0% 26.6% 0.0% 090702 Digital Communication and Media/Multimedia Yes - - 100.0% 100.0% 090799 Radio, Television, and Digital Communication, Other - - 100.0% 100.0% 090900 Public Relations, Advertising, and Applied Communication - - 0.0% 100.0% 090901 Organizational Communication, General - - 100.0% 100.0% 090902 Public Relations/Image Management 37.8% 37.8% 62.2% 62.2% 090903 Advertising 79.3% 79.3% 20.7% 20.7% 090907 International and Intercultural Communication - - 100.0% 100.0% 090908 Technical and Scientific Communication - - 100.0% 100.0% 090999 Public Relations, Advertising, and Applied Communication, Other - - 100.0% 100.0%

099999 Communication, Journalism, and Related Programs, Other 47.8% 47.8% 52.2% 52.2% 100105 Communications Technology/Technician 98.8% 99.7% 1.2% 0.3% 100201 Photographic and Film/Video Technology/Technician and Assistant 100.0% 100.0% - -

100202 Radio and Television Broadcasting Technology/Technician - - 0.0% 0.0% 100203 Recording Arts Technology/Technician 9.5% 5.4% 90.5% 94.6% 100304 Animation, Interactive Technology, Video Graphics and Special Effects Yes 68.0% 65.9% 32.0% 34.1%

100305 Graphic and Printing Equipment Operator, General Production 100.0% 100.0% - -

109999 Communications Technologies/Technicians and Support Services - - 0.0% 100.0%

110101 Computer and Information Sciences, General Yes 52.3% 65.5% 47.7% 34.5% 110103 Information Technology Yes 35.6% 42.8% 64.4% 57.2% 110199 Computer and Information Sciences, Other Yes 100.0% 62.5% 0.0% 37.5% 110201 Computer Programming/Programmer, General Yes 11.1% 33.3% 88.9% 66.7% 110202 Computer Programming, Specific Applications Yes 100.0% 100.0% - - 110203 Computer Programming, Vendor/Product Certification Yes 0.0% 16.7% 0.0% 83.3% 110301 Data Processing and Data Processing Technology/Technician Yes 47.9% 40.0% 52.1% 60.0%

110401 Information Science/Studies Yes 13.9% 2.9% 86.1% 97.1% 110501 Computer Systems Analysis/Analyst Yes 88.9% 33.3% 11.1% 66.7% 110601 Data Entry/Microcomputer Applications, General - - 100.0% 100.0% 110699 Data Entry/Microcomputer Applications, Other - - 0.0% 100.0% 110701 Computer Science Yes 72.3% 70.9% 27.7% 29.1% 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 22.2% 31.2% 77.8% 68.8%

110803 Computer Graphics Yes - - 0.0% 100.0% 110899 Computer Software and Media Applications, Other Yes 0.0% 0.7% 100.0% 99.3% 110901 Computer Systems Networking and Telecommunications Yes 23.8% 24.3% 76.2% 75.7% 111001 Network and System Administration/Administrator Yes - - 100.0% 100.0% 111002 System, Networking, and LAN/WAN Management/Manager Yes 0.0% 0.0% - - 111003 Computer and Information Systems Security/Information Assurance Yes 6.7% 8.3% 93.3% 91.7%

111004 Web/Multimedia Management and Webmaster Yes 77.8% 75.8% 22.2% 24.2% 111006 Computer Support Specialist Yes - - 100.0% 100.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 111099 Computer/Information Technology Services Administration and Yes 100.0% 75.0% 0.0% 25.0%

119999 Computer and Information Sciences and Support Services, Other 58.7% 81.2% 41.3% 18.8%

120301 Funeral Service and Mortuary Science, General - - 100.0% 100.0% 120401 Cosmetology/Cosmetologist, General 8.6% 8.4% 91.4% 91.6% 120402 Barbering/Barber 9.8% 9.3% 90.2% 90.7% 120406 Make-Up Artist/Specialist - - 0.0% 0.0% 120407 Hair Styling/Stylist and Hair Design - - 0.0% 0.0% 120409 Aesthetician/Esthetician and Skin Care Specialist 10.1% 9.8% 89.9% 90.2% 120410 Nail Technician/Specialist and Manicurist - - 100.0% 100.0% 120412 Salon/Beauty Salon Management/Manager - - 100.0% 100.0% 120413 Cosmetology, Barber/Styling, and Nail Instructor 0.7% 1.0% 99.3% 99.0% 120499 Cosmetology and Related Personal Grooming Arts, Other 18.5% 0.0% 81.5% 100.0% 120500 Cooking and Related Culinary Arts, General 13.1% 6.4% 86.9% 93.6% 120501 Baking and Pastry Arts/Baker/Pastry Chef - - 100.0% 100.0% 120503 Culinary Arts/Chef Training 13.6% 15.4% 86.4% 84.6% 120504 Restaurant, Culinary, and Catering Management/Manager - - 100.0% 100.0% 120508 Institutional Food Workers 0.0% 0.0% - - 129999 Personal and Culinary Services, Other - - 0.0% 0.0% 130101 Education, General 57.6% 79.6% 42.4% 20.4% 130201 Bilingual and Multilingual Education - - 0.0% 100.0% 130301 Curriculum and Instruction 41.3% 33.5% 58.7% 66.5% 130401 Educational Leadership and Administration, General 44.7% 43.4% 55.3% 56.6% 130404 Educational, Instructional, and Curriculum Supervision - - 100.0% 100.0% 130406 Higher Education/Higher Education Administration 19.1% 19.5% 80.9% 80.5% 130407 Community College Education 100.0% 100.0% - - 130408 Elementary and Middle School Administration/Principalship - - 100.0% 100.0%

130410 Urban Education and Leadership - - 100.0% 100.0% 130499 Educational Administration and Supervision, Other - - 100.0% 100.0% 130501 Educational/Instructional Technology Yes 82.4% 80.8% 17.6% 19.2% 130601 Educational Evaluation and Research Yes - - 0.0% 0.0% 130603 Educational Statistics and Research Methods Yes 100.0% 100.0% - - 130701 International and Comparative Education - - 100.0% 100.0% 131001 Special Education and Teaching, General 54.3% 50.5% 45.7% 49.5% 131003 Education/Teaching of Individuals with Hearing Impairments Including - - 100.0% 100.0% Deafness 131011 Education/Teaching of Individuals with Specific Learning Disabilities - - 0.0% 100.0%

131012 Education/Teaching of Individuals with Speech or Language - - 0.0% 100.0% Impairments 131015 Education/Teaching of Individuals in Early Childhood Special Education - - 0.0% 0.0% Programs 131099 Special Education and Teaching, Other - - 100.0% 100.0% 131101 Counselor Education/School Counseling and Guidance Services 70.4% 70.6% 29.6% 29.4%

131102 College Student Counseling and Personnel Services 100.0% 100.0% - - 131201 Adult and Continuing Education and Teaching - - 100.0% 100.0% 131202 Elementary Education and Teaching 14.1% 11.3% 85.9% 88.7% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 131203 Junior High/Intermediate/Middle School Education and Teaching 38.0% 37.5% 62.0% 62.5%

131205 Secondary Education and Teaching 35.2% 33.5% 64.8% 66.5% 131206 Teacher Education, Multiple Levels 79.6% 78.7% 20.4% 21.3% 131209 Kindergarten/Preschool Education and Teaching 60.2% 60.2% 39.8% 39.8% 131210 Early Childhood Education and Teaching 55.6% 56.9% 44.4% 43.1% 131299 Teacher Education and Professional Development, Specific Level 21.5% 26.1% 78.5% 73.9%

131301 Agricultural Teacher Education 100.0% 100.0% - - 131302 Art Teacher Education 35.4% 26.5% 64.6% 73.5% 131303 Business Teacher Education 87.9% 91.3% 12.1% 8.7% 131304 Driver and Safety Teacher Education 0.0% 100.0% - - 131305 English/Language Arts Teacher Education 29.6% 23.3% 70.4% 76.7% 131306 Foreign Language Teacher Education 100.0% 100.0% - - 131307 Health Teacher Education 87.0% 87.0% 13.0% 13.0% 131308 Family and Consumer Sciences/Home Economics Teacher Education 0.0% 0.0% 100.0% 0.0%

131309 Technology Teacher Education/Industrial Arts Teacher Education 100.0% 100.0% 0.0% 0.0%

131310 Sales and Marketing Operations/Marketing and Distribution Teacher 0.0% 0.0% - - Education 131311 Mathematics Teacher Education 27.3% 30.1% 72.7% 69.9% 131312 Music Teacher Education 21.8% 23.4% 78.2% 76.6% 131314 Physical Education Teaching and Coaching 8.5% 8.5% 91.5% 91.5% 131315 Reading Teacher Education 65.4% 66.5% 34.6% 33.5% 131316 Science Teacher Education/General Science Teacher Education 36.4% 36.4% 63.6% 63.6%

131318 Social Studies Teacher Education 80.0% 0.0% 20.0% 0.0% 131319 Technical Teacher Education 0.0% 0.0% - - 131320 Trade and Industrial Teacher Education - - 0.0% 0.0% 131321 Computer Teacher Education - - 100.0% 100.0% 131322 Biology Teacher Education 15.2% 10.2% 84.8% 89.8% 131323 Chemistry Teacher Education 0.0% 0.0% 0.0% 100.0% 131324 Drama and Dance Teacher Education - - 100.0% 100.0% 131325 French Language Teacher Education 0.0% 11.1% 0.0% 88.9% 131326 German Language Teacher Education - - 0.0% 0.0% 131327 Health Occupations Teacher Education - - 0.0% 0.0% 131328 History Teacher Education 16.8% 16.7% 83.2% 83.3% 131329 Physics Teacher Education - - 100.0% 100.0% 131330 Spanish Language Teacher Education 11.1% 11.1% 88.9% 88.9% 131331 Speech Teacher Education - - 100.0% 100.0% 131332 Geography Teacher Education - - 0.0% 0.0% 131335 Psychology Teacher Education - - 0.0% 0.0% 131399 Teacher Education and Professional Development, Specific Subject 100.0% 0.0% 0.0% 0.0%

131401 Teaching English as a Second or Foreign Language/ESL Language 29.1% 23.2% 70.9% 76.8% Instructor 139999 Education, Other 2.9% 2.9% 97.1% 97.1% 140101 Engineering, General Yes 76.0% 91.5% 24.0% 8.5% 140201 Aerospace, Aeronautical and Astronautical/Space Engineering Yes 100.0% 100.0% - - Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 140301 Agricultural Engineering Yes 100.0% 100.0% - - 140401 Architectural Engineering Yes 100.0% 100.0% - - 140501 Bioengineering and Biomedical Engineering Yes 29.1% 32.6% 70.9% 67.4% 140701 Chemical Engineering Yes 65.2% 63.5% 34.8% 36.5% 140801 Civil Engineering, General Yes 77.3% 77.1% 22.7% 22.9% 140901 Computer Engineering, General Yes 79.4% 100.0% 20.6% 0.0% 141001 Electrical and Electronics Engineering Yes 74.4% 70.6% 25.6% 29.4% 141099 Electrical, Electronics and Communications Engineering, Other Yes 100.0% 100.0% - -

141101 Engineering Mechanics Yes - - 0.0% 0.0% 141201 Engineering Physics/Applied Physics Yes 50.0% 0.0% 50.0% 0.0% 141301 Engineering Science Yes 34.9% 37.3% 65.1% 62.7% 141401 Environmental/Environmental Health Engineering Yes 60.7% 68.8% 39.3% 31.3% 141801 Materials Engineering Yes 80.4% 82.3% 19.6% 17.7% 141901 Mechanical Engineering Yes 73.9% 73.1% 26.1% 26.9% 142001 Metallurgical Engineering Yes 0.0% 0.0% - - 142301 Nuclear Engineering Yes 100.0% 100.0% - - 142701 Systems Engineering Yes 100.0% 100.0% - - 143201 Polymer/Plastics Engineering Yes 0.0% 0.0% - - 143501 Industrial Engineering Yes 100.0% 100.0% - - 144201 Mechatronics, Robotics, and Automation Engineering Yes 100.0% 100.0% - - 149999 Engineering, Other Yes 13.8% 13.8% 86.2% 86.2% 150000 Engineering Technology, General Yes 74.3% 70.6% 25.7% 29.4% 150101 Architectural Engineering Technology/Technician Yes 100.0% 100.0% - - 150201 Civil Engineering Technology/Technician Yes 100.0% 0.0% - - 150303 Electrical, Electronic and Communications Engineering Yes 41.8% 44.9% 58.2% 55.1% Technology/Technician 150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 26.9% 0.0% 73.1% 100.0%

150401 Biomedical Technology/Technician Yes 100.0% 100.0% - - 150403 Electromechanical Technology/Electromechanical Engineering Yes 100.0% 100.0% - - Technology 150405 Robotics Technology/Technician Yes 0.0% 0.0% - - 150501 Heating, Ventilation, Air Conditioning and Refrigeration Engineering Yes 22.8% 19.7% 77.2% 80.3% Technology/Technician 150503 Energy Management and Systems Technology/Technician Yes 0.0% 0.0% - - 150505 Solar Energy Technology/Technician Yes 100.0% 100.0% - - 150507 Environmental Engineering Technology/Environmental Technology Yes 0.0% 0.0% - -

150607 Plastics and Polymer Engineering Technology/Technician Yes 100.0% 100.0% - - 150612 Industrial Technology/Technician Yes 100.0% 100.0% - - 150613 Manufacturing Engineering Technology/Technician Yes 100.0% 100.0% - - 150699 Industrial Production Technologies/Technicians, Other Yes 100.0% 100.0% - - 150701 Occupational Safety and Health Technology/Technician Yes 0.0% 0.0% - - 150702 Quality Control Technology/Technician Yes 100.0% 100.0% - - 150801 Aeronautical/Aerospace Engineering Technology/Technician Yes 100.0% 100.0% - -

150803 Automotive Engineering Technology/Technician Yes 0.0% 0.0% - - 150805 Mechanical Engineering/Mechanical Technology/Technician Yes 100.0% 0.0% - -

151102 Surveying Technology/Surveying Yes 100.0% 100.0% - - Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 151201 Computer Engineering Technology/Technician Yes 100.0% 100.0% - - 151202 Computer Technology/Computer Systems Technology Yes 37.4% 41.2% 62.6% 58.8% 151301 Drafting and Design Technology/Technician, General Yes 92.5% 92.1% 7.5% 7.9% 151302 CAD/CADD Drafting and/or Design Technology/Technician Yes - - 100.0% 100.0% 151303 Architectural Drafting and Architectural CAD/CADD Yes 94.1% 93.1% 5.9% 6.9% 151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 100.0% 100.0% - - 151399 Drafting/Design Engineering Technologies/Technicians, Other Yes - - 0.0% 0.0%

151501 Engineering/Industrial Management Yes 92.6% 90.5% 7.4% 9.5% 159999 Engineering Technologies and Engineering-Related Fields, Other Yes 100.0% 100.0% - -

160101 Foreign Languages and Literatures, General 90.9% 90.9% 9.1% 9.1% 160102 Linguistics 25.0% 16.7% 75.0% 83.3% 160104 Comparative Literature - - 100.0% 0.0% 160402 Russian Language and Literature 33.3% 33.3% 66.7% 66.7% 160501 German Language and Literature 33.0% 34.9% 67.0% 65.1% 160900 Romance Languages, Literatures, and Linguistics, General 54.5% 57.1% 45.5% 42.9% 160901 French Language and Literature 29.1% 28.2% 70.9% 71.8% 160902 Italian Language and Literature 50.0% 50.0% 50.0% 50.0% 160904 Portuguese Language and Literature - - 0.0% 100.0% 160905 Spanish Language and Literature 32.4% 31.9% 67.6% 68.1% 160999 Romance Languages, Literatures, and Linguistics, Other 0.0% 0.0% - - 161103 Ancient Near Eastern and Biblical Languages, Literatures, and - - 100.0% 100.0% Linguistics 161200 Classics and Classical Languages, Literatures, and Linguistics, General 27.9% 25.9% 72.1% 74.1%

161202 Ancient/Classical Greek Language and Literature - - 0.0% 0.0% 161203 Latin Language and Literature - - 100.0% 100.0% 161299 Classics and Classical Languages, Literatures, and Linguistics, Other - - 100.0% 100.0%

161601 American Sign Language (ASL) - - 100.0% 100.0% 161603 Sign Language Interpretation and Translation 33.3% 0.0% 66.7% 100.0% 169999 Foreign Languages, Literatures, and Linguistics, Other - - 0.0% 0.0% 190000 Work and Family Studies - - 0.0% 0.0% 190101 Family and Consumer Sciences/Human Sciences, General 98.7% 100.0% 1.3% 0.0% 190203 Consumer Merchandising/Retailing Management - - 0.0% 100.0% 190401 Family Resource Management Studies, General 100.0% 100.0% - - 190402 Consumer Economics 91.7% 0.0% 8.3% 0.0% 190403 Consumer Services and Advocacy - - 100.0% 100.0% 190499 Family and Consumer Economics and Related Services, Other - - 0.0% 0.0%

190501 Foods, Nutrition, and Wellness Studies, General 88.4% 86.6% 11.6% 13.4% 190505 Foodservice Systems Administration/Management 100.0% 100.0% 0.0% 0.0% 190599 Foods, Nutrition, and Related Services, Other 0.0% 0.0% 0.0% 100.0% 190601 Housing and Human Environments, General 73.3% 100.0% 26.7% 0.0% 190701 Human Development and Family Studies, General 81.9% 80.1% 18.1% 19.9% 190704 Family Systems 73.8% 0.0% 26.2% 0.0% 190706 Child Development 82.2% 85.0% 17.8% 15.0% 190708 Child Care and Support Services Management 100.0% 100.0% - - 190709 Child Care Provider/Assistant - - 0.0% 100.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 190799 Human Development, Family Studies, and Related Services, Other 100.0% 100.0% - -

190901 Apparel and Textiles, General 87.8% 87.8% 12.2% 12.2% 220000 Legal Studies, General - - 100.0% 100.0% 220001 Pre-Law Studies - - 100.0% 100.0% 220101 Law 58.8% 58.8% 41.3% 41.3% 220202 Programs for Foreign Lawyers - - 100.0% 100.0% 220301 Legal Administrative Assistant/Secretary 100.0% 93.3% 0.0% 6.7% 220302 Legal Assistant/Paralegal 49.6% 34.9% 50.4% 65.1% 220303 Court Reporting/Court Reporter 100.0% 100.0% 0.0% 0.0% 229999 Legal Professions and Studies, Other - - 0.0% 100.0% 230101 English Language and Literature, General 59.4% 60.3% 40.6% 39.7% 230401 English Composition - - 0.0% 0.0% 231001 Speech and Rhetorical Studies 0.0% 0.0% 0.0% 0.0% 231301 Writing, General - - 100.0% 100.0% 231302 Creative Writing 43.3% 41.4% 56.7% 58.6% 231303 Professional, Technical, Business, and Scientific Writing 37.5% 37.5% 62.5% 62.5% 231304 Rhetoric and Composition 53.3% 53.3% 46.7% 46.7% 239999 English Language and Literature/Letters, Other - - 0.0% 100.0% 240101 Liberal Arts and Sciences/Liberal Studies 96.0% 95.2% 4.0% 4.8% 240102 General Studies 83.9% 86.3% 16.1% 13.7% 240103 Humanities/Humanistic Studies 26.7% 26.1% 73.3% 73.9% 240199 Liberal Arts and Sciences, General Studies and Humanities, Other 86.0% 81.8% 14.0% 18.2%

250101 Library and Information Science 73.6% 73.6% 26.4% 26.4% 250301 Library and Archives Assisting 0.0% 100.0% - - 260101 Biology/Biological Sciences, General Yes 59.7% 59.3% 40.3% 40.7% 260102 Biomedical Sciences, General Yes 25.0% 18.8% 75.0% 81.3% 260202 Biochemistry Yes 43.1% 42.5% 56.9% 57.5% 260203 Biophysics Yes - - 100.0% 100.0% 260204 Molecular Biology Yes - - 100.0% 100.0% 260209 Radiation Biology/Radiobiology Yes - - 0.0% 0.0% 260210 Biochemistry and Molecular Biology Yes - - 100.0% 100.0% 260301 Botany/Plant Biology Yes 0.0% 0.0% - - 260401 Cell/Cellular Biology and Histology Yes - - 0.0% 0.0% 260403 Anatomy Yes 0.0% 100.0% - - 260406 Cell/Cellular and Molecular Biology Yes - - 100.0% 100.0% 260499 Cell/Cellular Biology and Anatomical Sciences, Other Yes - - 0.0% 0.0% 260502 Microbiology, General Yes - - 100.0% 100.0% 260503 Medical Microbiology and Bacteriology Yes 60.0% 80.0% 40.0% 20.0% 260701 Zoology/Animal Biology Yes 76.9% 76.9% 23.1% 23.1% 260707 Animal Physiology Yes 0.0% 0.0% 0.0% 0.0% 260799 Zoology/Animal Biology, Other Yes 0.0% 8.3% 0.0% 91.7% 260806 Human/Medical Genetics Yes - - 100.0% 100.0% 260902 Molecular Physiology Yes - - 100.0% 100.0% 260910 Pathology/Experimental Pathology Yes 62.5% 62.5% 37.5% 37.5% 260911 Oncology and Cancer Biology Yes - - 100.0% 100.0% 261001 Pharmacology Yes 64.8% 79.5% 35.2% 20.5% 261101 Biometry/Biometrics Yes - - 0.0% 100.0% 261102 Biostatistics Yes 100.0% 33.3% 0.0% 66.7% 261103 Bioinformatics Yes - - 100.0% 100.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 261199 Biomathematics, Bioinformatics, and Computational Biology, Other Yes 100.0% 100.0% 0.0% 0.0%

261201 Biotechnology Yes 100.0% 100.0% - - 261301 Ecology Yes 94.4% 80.0% 5.6% 20.0% 261305 Environmental Biology Yes - - 100.0% 100.0% 261307 Conservation Biology Yes - - 100.0% 100.0% 261309 Epidemiology Yes 71.9% 59.8% 28.1% 40.2% 261310 Ecology and Evolutionary Biology Yes - - 100.0% 100.0% 261399 Ecology, Evolution, Systematics and Population Biology, Other Yes - - 0.0% 0.0%

261501 Neuroscience Yes - - 100.0% 100.0% 269999 Biological and Biomedical Sciences, Other Yes 63.8% 69.3% 36.2% 30.7% 270101 Mathematics, General Yes 49.3% 47.9% 50.7% 52.1% 270301 Applied Mathematics, General Yes 55.6% 55.6% 44.4% 44.4% 270501 Statistics, General Yes 100.0% 100.0% - - 300101 Biological and Physical Sciences Yes 95.7% 95.7% 4.3% 4.3% 300501 Peace Studies and Conflict Resolution - - 100.0% 100.0% 300601 Systems Science and Theory Yes 100.0% 100.0% - - 300801 Mathematics and Computer Science Yes - - 100.0% 100.0% 301101 Gerontology 100.0% 100.0% - - 301301 Medieval and Renaissance Studies 0.0% 0.0% 100.0% 0.0% 301401 Museology/Museum Studies 100.0% 91.7% 0.0% 8.3% 301501 Science, Technology and Society - - 100.0% 100.0% 301701 Behavioral Sciences Yes - - 100.0% 100.0% 301801 Natural Sciences Yes - - 0.0% 0.0% 302001 International/Global Studies 29.6% 29.6% 70.4% 70.4% 302201 Ancient Studies/Civilization - - 100.0% 100.0% 302202 Classical, Ancient Mediterranean and Near Eastern Studies and - - 100.0% 100.0% Archaeology 302301 Intercultural/Multicultural and Diversity Studies - - 0.0% 100.0% 302501 Cognitive Science Yes - - 100.0% 100.0% 303301 Sustainability Studies Yes - - 100.0% 100.0% 309999 Multi-/Interdisciplinary Studies, Other 81.6% 81.6% 18.4% 18.4% 310101 Parks, Recreation and Leisure Studies 0.0% 0.0% 100.0% 100.0% 310301 Parks, Recreation and Leisure Facilities Management, General 97.7% 100.0% 2.3% 0.0%

310501 Health and Physical Education/Fitness, General 80.9% 79.2% 19.1% 20.8% 310504 Sport and Fitness Administration/Management 65.3% 65.0% 34.7% 35.0% 310505 Kinesiology and Exercise Science 77.7% 76.7% 22.3% 23.3% 310507 Physical Fitness Technician - - 100.0% 100.0% 310599 Health and Physical Education/Fitness, Other - - 0.0% 100.0% 319999 Parks, Recreation, Leisure, and Fitness Studies, Other - - 100.0% 100.0% 380001 Philosophy and Religious Studies, General - - 100.0% 100.0% 380101 Philosophy 48.9% 47.4% 51.1% 52.6% 380103 Ethics - - 100.0% 100.0% 380199 Philosophy, Other - - 100.0% 100.0% 380201 Religion/Religious Studies 4.7% 0.0% 95.3% 100.0% 380203 Christian Studies - - 100.0% 100.0% 380206 Jewish/Judaic Studies - - 100.0% 100.0% 380299 Religion/Religious Studies, Other - - 100.0% 100.0% 389999 Philosophy and Religious Studies, Other 21.7% 21.7% 78.3% 78.3% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 390201 Bible/Biblical Studies - - 100.0% 100.0% 390301 Missions/Missionary Studies and Missiology - - 100.0% 100.0% 390401 Religious Education - - 100.0% 100.0% 390501 Religious/Sacred Music - - 100.0% 100.0% 390601 Theology/Theological Studies - - 100.0% 100.0% 390602 Divinity/Ministry - - 100.0% 100.0% 390604 Pre-Theology/Pre-Ministerial Studies - - 100.0% 100.0% 390699 Theological and Ministerial Studies, Other - - 100.0% 100.0% 390701 Pastoral Studies/Counseling - - 100.0% 100.0% 390702 Youth Ministry - - 100.0% 100.0% 390704 Women's Ministry - - 100.0% 100.0% 390705 Lay Ministry - - 100.0% 100.0% 390799 Pastoral Counseling and Specialized Ministries, Other - - 100.0% 100.0% 399999 Theology and Religious Vocations, Other - - 100.0% 100.0% 400101 Physical Sciences Yes - - 100.0% 0.0% 400501 Chemistry, General Yes 63.2% 63.5% 36.8% 36.5% 400508 Chemical Physics Yes - - 0.0% 0.0% 400599 Chemistry, Other Yes - - 100.0% 100.0% 400601 Geology/Earth Science, General Yes 85.7% 86.2% 14.3% 13.8% 400603 Geophysics and Seismology Yes 0.0% 0.0% - - 400801 Physics, General Yes 45.5% 45.1% 54.5% 54.9% 400802 Atomic/Molecular Physics Yes - - 0.0% 0.0% 400899 Physics, Other Yes - - 0.0% 100.0% 401001 Materials Science Yes - - 100.0% 100.0% 410101 Biology Technician/Biotechnology Laboratory Technician Yes - - 0.0% 0.0% 410301 Chemical Technology/Technician Yes 100.0% 100.0% - - 419999 Science Technologies/Technicians, Other Yes 100.0% 100.0% 0.0% 0.0% 420101 Psychology, General 64.9% 64.5% 35.1% 35.5% 422701 Cognitive Psychology and Psycholinguistics Yes - - 0.0% 0.0% 422703 Developmental and Child Psychology Yes - - 100.0% 100.0% 422705 Personality Psychology Yes - - 0.0% 100.0% 422706 Physiological Psychology/Psychobiology Yes - - 100.0% 100.0% 422801 Clinical Psychology - - 100.0% 100.0% 422802 Community Psychology - - 100.0% 100.0% 422803 Counseling Psychology 4.1% 0.8% 95.9% 99.2% 422804 Industrial and Organizational Psychology 89.9% 89.5% 10.1% 10.5% 422805 School Psychology 38.7% 43.4% 61.3% 56.6% 422806 Educational Psychology 90.1% 97.8% 9.9% 2.2% 422899 Clinical, Counseling and Applied Psychology, Other - - 100.0% 100.0% 429999 Psychology, Other - - 100.0% 0.0% 430103 Criminal Justice/Law Enforcement Administration 56.0% 53.5% 44.0% 46.5% 430104 Criminal Justice/Safety Studies - - 100.0% 100.0% 430106 Forensic Science and Technology Yes 100.0% 80.0% 0.0% 20.0% 430107 Criminal Justice/Police Science 99.8% 99.9% 0.2% 0.1% 430109 Security and Loss Prevention Services 0.0% 0.0% - - 430112 Securities Services Administration/Management 0.0% 85.7% 0.0% 14.3% 430199 Corrections and Criminal Justice, Other - - 100.0% 100.0% 430203 Fire Science/Fire-fighting 100.0% 100.0% - - 439999 Homeland Security, Law Enforcement, Firefighting and Related 100.0% 100.0% - -

440000 Human Services, General 37.2% 37.3% 62.8% 62.7% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 440201 Community Organization and Advocacy 67.7% 27.9% 32.3% 72.1% 440401 Public Administration 55.3% 55.1% 44.7% 44.9% 440501 Public Policy Analysis, General - - 100.0% 100.0% 440502 Education Policy Analysis - - 100.0% 100.0% 440701 Social Work 76.4% 76.1% 23.6% 23.9% 449999 Public Administration and Social Service Professions, Other 68.8% 64.8% 31.3% 35.2% 450101 Social Sciences, General 2.5% 2.5% 97.5% 97.5% 450201 Anthropology 67.9% 66.5% 32.1% 33.5% 450299 Anthropology, Other - - 0.0% 100.0% 450301 Archeology Yes - - 100.0% 100.0% 450401 Criminology - - 0.0% 0.0% 450601 Economics, General 30.9% 31.0% 69.1% 69.0% 450604 Development Economics and International Development - - 100.0% 100.0% 450605 International Economics - - 100.0% 100.0% 450699 Economics, Other - - 100.0% 0.0% 450701 Geography 100.0% 100.0% - - 450702 Geographic Information Science and Cartography Yes 100.0% 100.0% - - 450799 Geography, Other 0.0% 100.0% - - 450901 International Relations and Affairs 48.1% 48.1% 51.9% 51.9% 451001 Political Science and Government, General 64.1% 64.1% 35.9% 35.9% 451002 American Government and Politics (United States) 100.0% 100.0% - - 451099 Political Science and Government, Other - - 100.0% 100.0% 451101 Sociology 70.6% 70.7% 29.4% 29.3% 451201 Urban Studies/Affairs 30.0% 30.0% 70.0% 70.0% 459999 Social Sciences, Other 57.5% 0.0% 42.5% 0.0% 460101 Mason/Masonry 100.0% 100.0% - - 460301 Electrical and Power Transmission Installation/Installer, General 0.0% 100.0% - -

460302 Electrician 66.5% 64.8% 33.5% 35.2% 460401 Building/Property Maintenance 100.0% 97.0% 0.0% 3.0% 460415 Building Construction Technology 100.0% 100.0% - - 460499 Building/Construction Finishing, Management, and Inspection, 0.0% 0.0% - -

460502 Pipefitting/Pipefitter and Sprinkler Fitter 100.0% 100.0% - - 460503 Plumbing Technology/Plumber 0.0% 100.0% - - 469999 Construction Trades, Other 100.0% 100.0% - - 470000 Mechanics and Repairers, General 100.0% 100.0% - - 470101 Electrical/Electronics Equipment Installation and Repair, General 100.0% 100.0% - -

470103 Communications Systems Installation and Repair Technology - - 0.0% 0.0%

470104 Computer Installation and Repair Technology/Technician 98.1% 98.2% 1.9% 1.8% 470105 Industrial Electronics Technology/Technician 100.0% 100.0% - - 470110 Security System Installation, Repair, and Inspection - - 100.0% 100.0% Technology/Technician 470201 Heating, Air Conditioning, Ventilation and Refrigeration Maintenance 67.6% 66.0% 32.4% 34.0% Technology/Technician 470302 Heavy Equipment Maintenance Technology/Technician 100.0% 100.0% 0.0% 0.0% 470303 Industrial Mechanics and Maintenance Technology 100.0% 100.0% - - 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 58.3% 31.8% 41.7% 68.2% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 470403 Locksmithing and Safe Repair 0.0% 0.0% - - 470603 Autobody/Collision and Repair Technology/Technician 29.1% 27.7% 70.9% 72.3% 470604 Automobile/Automotive Mechanics Technology/Technician 31.3% 35.3% 68.7% 64.7% 470605 Diesel Mechanics Technology/Technician 33.6% 35.9% 66.4% 64.1% 470607 Airframe Mechanics and Aircraft Maintenance Technology/Technician 34.2% 31.4% 65.8% 68.6%

470608 Aircraft Powerplant Technology/Technician 52.2% 58.3% 47.8% 41.7% 470609 Avionics Maintenance Technology/Technician 20.3% 57.4% 79.7% 42.6% 470611 Motorcycle Maintenance and Repair Technology/Technician 100.0% 100.0% - -

470613 Medium/Heavy Vehicle and Truck Technology/Technician - - 0.0% 0.0% 470614 Alternative Fuel Vehicle Technology/Technician - - 0.0% 0.0% 470615 Engine Machinist - - 0.0% 100.0% 470699 Vehicle Maintenance and Repair Technologies, Other - - 0.0% 0.0% 479999 Mechanic and Repair Technologies/Technicians, Other 100.0% 100.0% 0.0% 0.0% 480501 Machine Tool Technology/Machinist 96.4% 96.0% 3.6% 4.0% 480503 Machine Shop Technology/Assistant 100.0% 100.0% - - 480507 Tool and Die Technology/Technician 100.0% 100.0% - - 480508 Welding Technology/Welder 90.5% 90.5% 9.5% 9.5% 489999 Precision Production, Other 0.0% 0.0% - - 490101 Aeronautics/Aviation/Aerospace Science and Technology, General Yes 100.0% 100.0% - -

490104 Aviation/Airway Management and Operations 100.0% 100.0% - - 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor 100.0% 0.0% - -

500101 Visual and Performing Arts, General 46.5% 46.5% 53.5% 53.5% 500102 Digital Arts - - 100.0% 100.0% 500401 Design and Visual Communications, General 6.4% 6.4% 93.6% 93.6% 500402 Commercial and Advertising Art 69.3% 88.9% 30.7% 11.1% 500406 Commercial Photography 14.7% 10.3% 85.3% 89.7% 500408 Interior Design 54.8% 55.7% 45.2% 44.3% 500409 Graphic Design - - 100.0% 100.0% 500410 Illustration - - 100.0% 100.0% 500501 Drama and Dramatics/Theatre Arts, General 76.0% 77.3% 24.0% 22.7% 500502 Technical Theatre/Theatre Design and Technology - - 100.0% 100.0% 500506 Acting 96.5% 98.4% 3.5% 1.6% 500507 Directing and Theatrical Production - - 100.0% 100.0% 500599 Dramatic/Theatre Arts and Stagecraft, Other - - 100.0% 100.0% 500601 Film/Cinema/Video Studies 63.6% 54.6% 36.4% 45.4% 500602 Cinematography and Film/Video Production 7.6% 0.0% 92.4% 100.0% 500605 Photography 20.9% 23.8% 79.1% 76.2% 500699 Film/Video and Photographic Arts, Other - - 100.0% 100.0% 500701 Art/Art Studies, General 71.9% 72.0% 28.1% 28.0% 500702 Fine/Studio Arts, General 37.1% 36.3% 62.9% 63.7% 500703 Art History, Criticism and Conservation 46.8% 45.9% 53.2% 54.1% 500706 Intermedia/Multimedia - - 100.0% 100.0% 500708 Painting - - 100.0% 100.0% 500799 Fine Arts and Art Studies, Other - - 100.0% 0.0% 500901 Music, General 74.3% 74.1% 25.7% 25.9% 500902 Music History, Literature, and Theory - - 0.0% 0.0% 500903 Music Performance, General 5.2% 5.0% 94.8% 95.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 500904 Music Theory and Composition - - 100.0% 100.0% 500907 Keyboard Instruments - - 100.0% 100.0% 500908 Voice and Opera - - 100.0% 100.0% 500911 Stringed Instruments - - 100.0% 100.0% 500912 Music Pedagogy 25.0% 18.2% 75.0% 81.8% 500913 Music Technology 75.0% 85.2% 25.0% 14.8% 500914 Brass Instruments - - 100.0% 100.0% 500915 Woodwind Instruments - - 100.0% 100.0% 500916 Percussion Instruments - - 100.0% 100.0% 500999 Music, Other 36.0% 36.1% 64.0% 63.9% 501003 Music Management 53.7% 53.5% 46.3% 46.5% 501004 Theatre/Theatre Arts Management - - 0.0% 100.0% 509999 Visual and Performing Arts, Other 0.0% 0.0% 0.0% 0.0% 510000 Health Services/Allied Health/Health Sciences, General - - 0.0% 100.0% 510201 Communication Sciences and Disorders, General - - 0.0% 100.0% 510202 Audiology/Audiologist 73.6% 68.9% 26.4% 31.1% 510203 Speech-Language Pathology/Pathologist 80.8% 75.5% 19.2% 24.5% 510204 Audiology/Audiologist and Speech-Language Pathology/Pathologist 76.4% 78.5% 23.6% 21.5%

510299 Communication Disorders Sciences and Services, Other - - 0.0% 0.0% 510401 Dentistry 75.9% 75.9% 24.1% 24.1% 510501 Dental Clinical Sciences, General 100.0% 100.0% - - 510601 Dental Assisting/Assistant 27.1% 30.5% 72.9% 69.5% 510602 Dental Hygiene/Hygienist 84.6% 86.8% 15.4% 13.2% 510603 Dental Laboratory Technology/Technician 100.0% 100.0% - - 510701 Health/Health Care Administration/Management 47.4% 51.6% 52.6% 48.4% 510702 Hospital and Health Care Facilities Administration/Management 31.0% 18.3% 69.0% 81.7%

510703 Health Unit Coordinator/Ward Clerk 0.0% 0.0% - - 510705 Medical Office Management/Administration - - 100.0% 100.0% 510706 Health Information/Medical Records Administration/Administrator 87.2% 97.4% 12.8% 2.6%

510707 Health Information/Medical Records Technology/Technician 38.4% 41.2% 61.6% 58.8%

510708 Medical Transcription/Transcriptionist 56.8% 29.6% 43.2% 70.4% 510710 Medical Office Assistant/Specialist 18.8% 23.0% 81.2% 77.0% 510712 Medical Reception/Receptionist - - 0.0% 100.0% 510713 Medical Insurance Coding Specialist/Coder 4.6% 4.0% 95.4% 96.0% 510714 Medical Insurance Specialist/Medical Biller 0.0% 2.9% 100.0% 97.1% 510715 Health/Medical Claims Examiner - - 100.0% 100.0% 510716 Medical Administrative/Executive Assistant and Medical Secretary 0.0% 0.0% 100.0% 100.0%

510799 Health and Medical Administrative Services, Other 5.5% 10.4% 94.5% 89.6% 510801 Medical/Clinical Assistant 1.8% 2.0% 98.2% 98.0% 510802 Clinical/Medical Laboratory Assistant 100.0% 92.9% 0.0% 7.1% 510803 Occupational Therapist Assistant 83.8% 83.8% 16.2% 16.2% 510805 Pharmacy Technician/Assistant 24.5% 24.7% 75.5% 75.3% 510806 Physical Therapy Technician/Assistant 87.5% 87.5% 12.5% 12.5% 510808 Veterinary/Animal Health Technology/Technician and Veterinary 79.7% 85.4% 20.3% 14.6% Assistant 510812 Respiratory Therapy Technician/Assistant - - 100.0% 100.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 510899 Allied Health and Medical Assisting Services, Other 100.0% 87.7% 0.0% 12.3% 510901 Cardiovascular Technology/Technologist 100.0% 100.0% - - 510904 Emergency Medical Technology/Technician (EMT Paramedic) 100.0% 100.0% - -

510905 Nuclear Medical Technology/Technologist 58.7% 78.3% 41.3% 21.7% 510907 Medical Radiologic Technology/Science - Radiation Therapist 65.4% 25.3% 34.6% 74.7%

510908 Respiratory Care Therapy/Therapist 63.4% 83.1% 36.6% 16.9% 510909 Surgical Technology/Technologist 25.7% 29.7% 74.3% 70.3% 510910 Diagnostic Medical Sonography/Sonographer and Ultrasound 58.8% 100.0% 41.2% 0.0% Technician 510911 Radiologic Technology/Science - Radiographer - - 100.0% 100.0% 510912 Physician Assistant - - 100.0% 100.0% 510913 Athletic Training/Trainer 44.5% 44.6% 55.5% 55.4% 510916 Radiation Protection/Health Physics Technician - - 100.0% 100.0% 510917 Polysomnography 100.0% 100.0% - - 510999 Allied Health Diagnostic, Intervention, and Treatment Professional 30.8% 30.8% 69.2% 69.2%

511001 Blood Bank Technology Specialist 100.0% 100.0% - - 511002 Cytotechnology/Cytotechnologist Yes 100.0% 100.0% - - 511004 Clinical/Medical Laboratory Technician 65.7% 65.7% 34.3% 34.3% 511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 73.6% 73.6% 26.4% 26.4%

511009 Phlebotomy Technician/Phlebotomist 48.5% 51.1% 51.5% 48.9% 511012 Sterile Processing Technology/Technician - - 100.0% 100.0% 511099 Clinical/Medical Laboratory Science and Allied Professions, Other 100.0% 0.0% - -

511101 Pre-Dentistry Studies - - 0.0% 0.0% 511102 Pre-Medicine/Pre-Medical Studies - - 100.0% 100.0% 511103 Pre-Pharmacy Studies - - 100.0% 100.0% 511104 Pre-Veterinary Studies - - 0.0% 0.0% 511105 Pre-Nursing Studies - - 100.0% 100.0% 511109 Pre-Physical Therapy Studies - - 100.0% 100.0% 511199 Health/Medical Preparatory Programs, Other 22.7% 22.7% 77.3% 77.3% 511201 Medicine 66.7% 66.7% 33.3% 33.3% 511401 Medical Scientist Yes - - 100.0% 100.0% 511501 Substance Abuse/Addiction Counseling 54.7% 51.8% 45.3% 48.2% 511503 Clinical/Medical Social Work - - 0.0% 0.0% 511505 Marriage and Family Therapy/Counseling - - 100.0% 100.0% 511508 Mental Health Counseling/Counselor - - 100.0% 100.0% 511699 Nursing, Other 0.0% 0.0% 0.0% 0.0% 511701 Optometry - - 100.0% 100.0% 511801 Opticianry/Ophthalmic Dispensing Optician 100.0% 100.0% - - 511803 Ophthalmic Technician/Technologist 100.0% 100.0% - - 511901 Osteopathic Medicine/Osteopathy - - 100.0% 100.0% 512001 Pharmacy 100.0% 100.0% - - 512004 Medicinal and Pharmaceutical Chemistry Yes 100.0% 0.0% - - 512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other - - 0.0% 0.0%

512201 Public Health, General 72.3% 66.5% 27.7% 33.5% 512202 Environmental Health Yes 100.0% 100.0% - - Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 512205 Health/Medical Physics Yes - - 100.0% 100.0% 512206 Occupational Health and Industrial Hygiene 0.0% 0.0% - - 512207 Public Health Education and Promotion - - 0.0% 0.0% 512211 Health Services Administration - - 100.0% 100.0% 512212 Behavioral Aspects of Health 100.0% 100.0% - - 512299 Public Health, Other 100.0% 100.0% - - 512301 Art Therapy/Therapist - - 0.0% 0.0% 512305 Music Therapy/Therapist 0.0% 0.0% - - 512306 Occupational Therapy/Therapist 38.1% 30.9% 61.9% 69.1% 512308 Physical Therapy/Therapist 76.8% 79.8% 23.2% 20.2% 512310 Vocational Rehabilitation Counseling/Counselor 0.0% 0.0% - - 512399 Rehabilitation and Therapeutic Professions, Other - - 0.0% 0.0% 512401 Veterinary Medicine 100.0% 100.0% - - 512501 Veterinary Sciences/Veterinary Clinical Sciences, General - - 100.0% 100.0% 512601 Health Aide - - 100.0% 100.0% 512602 Home Health Aide/Home Attendant - - 0.0% 0.0% 512699 Health Aides/Attendants/Orderlies, Other 100.0% 100.0% - - 512706 Medical Informatics Yes 0.0% 100.0% - - 513101 Dietetics/Dietitian 75.9% 90.2% 24.1% 9.8% 513102 Clinical Nutrition/Nutritionist 100.0% 100.0% - - 513104 Dietitian Assistant 100.0% 100.0% - - 513199 Dietetics and Clinical Nutrition Services, Other 0.0% 50.0% 0.0% 50.0% 513501 Massage Therapy/Therapeutic Massage 4.5% 4.9% 95.5% 95.1% 513801 Registered Nursing/Registered Nurse 67.1% 67.7% 32.9% 32.3% 513802 Nursing Administration - - 100.0% 100.0% 513803 Adult Health Nurse/Nursing 1.3% 2.3% 98.7% 97.7% 513804 Nurse Anesthetist 1.1% 1.5% 98.9% 98.5% 513805 Family Practice Nurse/Nursing 8.7% 11.3% 91.3% 88.7% 513806 Maternal/Child Health and Neonatal Nurse/Nursing - - 100.0% 100.0% 513807 Nurse Midwife/Nursing Midwifery - - 100.0% 100.0% 513808 Nursing Science 68.6% 91.2% 31.4% 8.8% 513809 Pediatric Nurse/Nursing - - 100.0% 100.0% 513810 Psychiatric/Mental Health Nurse/Nursing 4.3% 3.4% 95.7% 96.6% 513811 Public Health/Community Nurse/Nursing - - 0.0% 0.0% 513813 Clinical Nurse Specialist - - 100.0% 100.0% 513814 Critical Care Nursing - - 100.0% 100.0% 513816 Emergency Room/Trauma Nursing - - 100.0% 100.0% 513817 Nursing Education - - 100.0% 100.0% 513818 Nursing Practice - - 100.0% 100.0% 513820 Clinical Nurse Leader - - 100.0% 100.0% 513899 Registered Nursing, Nursing Administration, Nursing Research and 4.3% 6.5% 95.7% 93.5% Clinical Nursing, Other 513901 Licensed Practical/Vocational Nurse Training 99.2% 99.2% 0.8% 0.8% 513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 100.0% 100.0% - - 513999 Practical Nursing, Vocational Nursing and Nursing Assistants, Other 0.0% 71.7% 0.0% 28.3%

519999 Health Professions and Related Clinical Sciences, Other 76.6% 76.1% 23.4% 23.9% 520101 Business/Commerce, General 38.9% 40.7% 61.1% 59.3% 520201 Business Administration and Management, General 47.0% 47.7% 53.0% 52.3% 520203 Logistics, Materials, and Supply Chain Management 99.6% 99.8% 0.4% 0.2% 520204 Office Management and Supervision 60.2% 0.0% 39.8% 0.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 520205 Operations Management and Supervision 50.0% 58.1% 50.0% 41.9% 520206 Non-Profit/Public/Organizational Management 54.8% 55.3% 45.2% 44.7% 520208 E-Commerce/Electronic Commerce - - 100.0% 100.0% 520209 Transportation/Mobility Management 100.0% 100.0% - - 520213 Organizational Leadership - - 100.0% 100.0% 520299 Business Administration, Management and Operations, Other 21.5% 41.0% 78.5% 59.0%

520301 Accounting 63.7% 61.2% 36.3% 38.8% 520302 Accounting Technology/Technician and Bookkeeping 81.3% 69.7% 18.7% 30.3% 520304 Accounting and Finance - - 100.0% 100.0% 520305 Accounting and Business/Management - - 100.0% 100.0% 520399 Accounting and Related Services, Other 92.4% 97.2% 7.6% 2.8% 520401 Administrative Assistant and Secretarial Science, General 79.3% 80.4% 20.7% 19.6% 520402 Executive Assistant/Executive Secretary - - 0.0% 0.0% 520407 Business/Office Automation/Technology/Data Entry 99.4% 99.6% 0.6% 0.4% 520408 General Office Occupations and Clerical Services 0.0% 0.0% 100.0% 100.0% 520499 Business Operations Support and Secretarial Services, Other 99.9% 99.8% 0.1% 0.2%

520501 Business/Corporate Communications - - 100.0% 100.0% 520601 Business/Managerial Economics 70.1% 89.5% 29.9% 10.5% 520701 Entrepreneurship/Entrepreneurial Studies 72.1% 68.0% 27.9% 32.0% 520703 Small Business Administration/Management - - 0.0% 100.0% 520799 Entrepreneurial and Small Business Operations, Other - - 100.0% 100.0% 520801 Finance, General 74.6% 65.9% 25.4% 34.1% 520803 Banking and Financial Support Services - - 100.0% 100.0% 520807 Investments and Securities - - 100.0% 100.0% 520809 Credit Management - - 0.0% 100.0% 520901 Hospitality Administration/Management, General 100.0% 100.0% 0.0% 0.0% 520904 Hotel/Motel Administration/Management 97.0% 98.4% 3.0% 1.6% 520905 Restaurant/Food Services Management 0.0% 0.0% - - 520909 Hotel, Motel, and Restaurant Management 100.0% 100.0% - - 520999 Hospitality Administration/Management, Other 0.0% 100.0% - - 521001 Human Resources Management/Personnel Administration, General 26.0% 30.2% 74.0% 69.8%

521003 Organizational Behavior Studies - - 100.0% 100.0% 521005 Human Resources Development - - 100.0% 100.0% 521099 Human Resources Management and Services, Other - - 0.0% 100.0% 521101 International Business/Trade/Commerce 49.0% 53.8% 51.0% 46.2% 521201 Management Information Systems, General 82.1% 100.0% 17.9% 0.0% 521206 Information Resources Management - - 0.0% 100.0% 521207 Knowledge Management 100.0% 100.0% - - 521299 Management Information Systems and Services, Other 0.0% 100.0% 0.0% 0.0% 521301 Management Science Yes 0.2% 0.0% 99.8% 0.0% 521302 Business Statistics Yes 100.0% 100.0% - - 521304 Actuarial Science Yes - - 0.0% 0.0% 521401 Marketing/Marketing Management, General 72.9% 68.7% 27.1% 31.3% 521499 Marketing, Other - - 100.0% 100.0% 521501 Real Estate 0.0% 0.0% 0.0% 0.0% 521601 Taxation 0.0% 0.0% - - 521701 Insurance 0.0% 0.0% - - 521801 Sales, Distribution, and Marketing Operations, General 50.0% 50.0% 50.0% 50.0% Appendix 3: Share of Awards Granted by Public vs Private Institutions, 2011 and 2025 Percentage Granted by Public Private CIP Program STEM 2011 2025 2011 2025 521804 Selling Skills and Sales Operations 100.0% 0.0% - - 521902 Fashion Merchandising 2.4% 2.7% 97.6% 97.3% 521904 Apparel and Accessories Marketing Operations - - 100.0% 100.0% 521905 Tourism and Travel Services Marketing Operations - - 0.0% 0.0% 521909 Special Products Marketing Operations 0.0% 0.0% - - 522001 Construction Management 56.4% 56.4% 43.6% 43.6% 529999 Business, Management, Marketing, and Related Support Service 90.7% 82.8% 9.3% 17.2%

540101 History, General 51.9% 51.5% 48.1% 48.5% 540102 American History (United States) - - 0.0% 0.0% 540103 European History - - 0.0% 100.0% 540105 Public/Applied History 100.0% 100.0% - - 540199 History, Other 28.6% 45.3% 71.4% 54.7%

Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 First-professional degrees 390602 Divinity/Ministry 125 0 390401 Religious Education 0 0 399999 Theology and Religious Vocations, Other 0 0 Doctor's degrees 130101 Education, General 37 15 139999 Education, Other 12 0 190101 Family and Consumer Sciences/Human Sciences, General 11 0 390601 Theology/Theological Studies 11 2 260503 Medical Microbiology and Bacteriology Yes 11 0 380101 Philosophy 11 3 512004 Medicinal and Pharmaceutical Chemistry Yes 6 0 450201 Anthropology 5 0 090101 Speech Communication and Rhetoric 4 0 399999 Theology and Religious Vocations, Other 4 0 422804 Industrial and Organizational Psychology 3 0 260401 Cell/Cellular Biology and Histology Yes 2 0 260707 Animal Physiology Yes 2 0 260102 Biomedical Sciences, General Yes 2 0 011001 Food Science Yes 2 0 141301 Engineering Science Yes 2 0 141401 Environmental/Environmental Health Engineering Yes 2 0 260204 Molecular Biology Yes 2 0 440401 Public Administration 2 0 260301 Botany/Plant Biology Yes 2 0 143201 Polymer/Plastics Engineering Yes 1 0 510701 Health/Health Care Administration/Management 1 0 521001 Human Resources Management/Personnel Administration, General 1 0 110101 Computer and Information Sciences, General Yes 1 0 140301 Agricultural Engineering Yes 1 0 011101 Plant Sciences, General Yes 1 0 160501 German Language and Literature 1 0 521301 Management Science Yes 1 0 260701 Zoology/Animal Biology Yes 1 0 142001 Metallurgical Engineering Yes 1 0 160104 Comparative Literature 1 0 400603 Geophysics and Seismology Yes 1 0 131315 Reading Teacher Education 0 0 521005 Human Resources Development 0 0 130404 Educational, Instructional, and Curriculum Supervision 0 0 131305 English/Language Arts Teacher Education 0 0 131307 Health Teacher Education 0 0 169999 Foreign Languages, Literatures, and Linguistics, Other 0 0 131202 Elementary Education and Teaching 0 0 131210 Early Childhood Education and Teaching 0 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25

Post-master's certificates 130499 Educational Administration and Supervision, Other 529 0 130101 Education, General 34 3 130501 Educational/Instructional Technology Yes 6 5 130404 Educational, Instructional, and Curriculum Supervision 1 0 513808 Nursing Science 1 0 420101 Psychology, General 0 0 513813 Clinical Nurse Specialist 0 0 511699 Nursing, Other 0 0 131304 Driver and Safety Teacher Education 0 0 422806 Educational Psychology 0 0 Master's degrees 513808 Nursing Science 63 0 511699 Nursing, Other 34 0 512308 Physical Therapy/Therapist 32 0 521301 Management Science Yes 28 0 513811 Public Health/Community Nurse/Nursing 28 0 429999 Psychology, Other 28 0 090101 Speech Communication and Rhetoric 23 0 521001 Human Resources Management/Personnel Administration, General 23 0 143501 Industrial Engineering Yes 20 0 500702 Fine/Studio Arts, General 16 0 131319 Technical Teacher Education 15 0 449999 Public Administration and Social Service Professions, Other 14 0 140701 Chemical Engineering Yes 13 0 139999 Education, Other 12 0 510202 Audiology/Audiologist 8 0 131301 Agricultural Teacher Education 7 0 011101 Plant Sciences, General Yes 7 0 190402 Consumer Economics 6 0 030103 Environmental Studies Yes 6 0 010901 Animal Sciences, General Yes 5 1 131399 Teacher Education and Professional Development, Specific Sub 5 0 011105 Plant Protection and Integrated Pest Management Yes 4 0 261301 Ecology Yes 4 0 521201 Management Information Systems, General 4 0 160999 Romance Languages, Literatures, and Linguistics, Other 4 4 512202 Environmental Health Yes 4 0 500999 Music, Other 3 0 521299 Management Information Systems and Services, Other 3 0 131209 Kindergarten/Preschool Education and Teaching 3 0 500401 Design and Visual Communications, General 3 0 513101 Dietetics/Dietitian 3 0 143201 Polymer/Plastics Engineering Yes 3 0 500799 Fine Arts and Art Studies, Other 2 0 440501 Public Policy Analysis, General 2 0 159999 Engineering Technologies and Engineering-Related Fields, Oth Yes 2 2 509999 Visual and Performing Arts, Other 2 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0 310101 Parks, Recreation and Leisure Studies 2 1 131307 Health Teacher Education 2 0 131327 Health Occupations Teacher Education 1 0 521601 Taxation 1 3 010603 Ornamental Horticulture 1 0 131309 Technology Teacher Education/Industrial Arts Teacher Education 1 0 131322 Biology Teacher Education 1 0 400603 Geophysics and Seismology Yes 1 0 142001 Metallurgical Engineering Yes 1 0 260301 Botany/Plant Biology Yes 1 0 160104 Comparative Literature 1 0 131316 Science Teacher Education/General Science Teacher Education 1 0 260911 Oncology and Cancer Biology Yes 1 0 520208 E-Commerce/Electronic Commerce 1 0 260902 Molecular Physiology Yes 1 0 260203 Biophysics Yes 0 0 512004 Medicinal and Pharmaceutical Chemistry Yes 0 0 260707 Animal Physiology Yes 0 0 390701 Pastoral Studies/Counseling 0 0 260401 Cell/Cellular Biology and Histology Yes 0 0 130601 Educational Evaluation and Research Yes 0 0 260403 Anatomy Yes 0 0 260806 Human/Medical Genetics Yes 0 0 260910 Pathology/Experimental Pathology Yes 0 0 512310 Vocational Rehabilitation Counseling/Counselor 0 0 131318 Social Studies Teacher Education 0 0 260701 Zoology/Animal Biology Yes 0 0 520305 Accounting and Business/Management 0 0 Postbaccalaureate certificates 220302 Legal Assistant/Paralegal 19 0 131206 Teacher Education, Multiple Levels 4 0 520201 Business Administration and Management, General 3 0 131101 Counselor Education/School Counseling and Guidance Services 3 4 500602 Cinematography and Film/Video Production 2 0 400601 Geology/Earth Science, General Yes 1 0 130101 Education, General 0 0 131311 Mathematics Teacher Education 0 0 500409 Graphic Design 0 0 511699 Nursing, Other 0 0 040301 City/Urban, Community and Regional Planning 0 0 301301 Medieval and Renaissance Studies 0 0 440701 Social Work 0 0 Bachelor's degrees 521201 Management Information Systems, General 219 82 190101 Family and Consumer Sciences/Human Sciences, General 211 25 380201 Religion/Religious Studies 123 26 520206 Non-Profit/Public/Organizational Management 96 2 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 140101 Engineering, General Yes 80 8 521301 Management Science Yes 73 0 190402 Consumer Economics 68 13 140901 Computer Engineering, General Yes 59 25 310301 Parks, Recreation and Leisure Facilities Management, General 57 25 429999 Psychology, Other 56 7 130101 Education, General 53 0 090701 Radio and Television 50 0 520204 Office Management and Supervision 46 0 500402 Commercial and Advertising Art 42 0 090499 Journalism, Other 41 0 231001 Speech and Rhetorical Studies 40 0 459999 Social Sciences, Other 37 8 390401 Religious Education 35 0 190704 Family Systems 33 0 512308 Physical Therapy/Therapist 28 0 131299 Teacher Education and Professional Development, Specific Lev 24 12 512306 Occupational Therapy/Therapist 24 0 131319 Technical Teacher Education 23 0 511699 Nursing, Other 23 0 440201 Community Organization and Advocacy 23 0 030103 Environmental Studies Yes 22 0 131303 Business Teacher Education 21 0 399999 Theology and Religious Vocations, Other 21 0 513802 Nursing Administration 19 0 090402 Broadcast Journalism 18 0 131318 Social Studies Teacher Education 17 2 520205 Operations Management and Supervision 16 0 400101 Physical Sciences Yes 14 0 510905 Nuclear Medical Technology/Technologist 11 5 151102 Surveying Technology/Surveying Yes 11 2 512202 Environmental Health Yes 11 0 151201 Computer Engineering Technology/Technician Yes 10 0 390699 Theological and Ministerial Studies, Other 10 0 510204 Audiology/Audiologist and Speech-Language Pathology/Pathologist 10 0 510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Technician 10 0 260499 Cell/Cellular Biology and Anatomical Sciences, Other Yes 8 0 513808 Nursing Science 8 0 529999 Business, Management, Marketing, and Related Support Service 8 5 521804 Selling Skills and Sales Operations 7 0 520401 Administrative Assistant and Secretarial Science, General 7 0 513101 Dietetics/Dietitian 7 0 520803 Banking and Financial Support Services 7 0 500902 Music History, Literature, and Theory 6 0 510999 Allied Health Diagnostic, Intervention, and Treatment Profes 6 0 422701 Cognitive Psychology and Psycholinguistics Yes 6 2 131399 Teacher Education and Professional Development, Specific Sub 6 0 521501 Real Estate 5 0 521499 Marketing, Other 5 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 510000 Health Services/Allied Health/Health Sciences, General 4 0 131309 Technology Teacher Education/Industrial Arts Teacher Education 4 0 260503 Medical Microbiology and Bacteriology Yes 4 0 150507 Environmental Engineering Technology/Environmental Technology Yes 4 0 450699 Economics, Other 4 1 500799 Fine Arts and Art Studies, Other 4 0 141101 Engineering Mechanics Yes 3 0 230401 English Composition 3 0 261399 Ecology, Evolution, Systematics and Population Biology, Other Yes 3 0 190000 Work and Family Studies 3 0 190601 Housing and Human Environments, General 3 0 511002 Cytotechnology/Cytotechnologist Yes 3 0 521099 Human Resources Management and Services, Other 3 0 030502 Forest Sciences and Biology Yes 2 0 150101 Architectural Engineering Technology/Technician Yes 2 0 030599 Forestry, Other 2 0 050199 Area Studies, Other 2 0 511004 Clinical/Medical Laboratory Technician 2 0 141201 Engineering Physics/Applied Physics Yes 2 0 131308 Family and Consumer Sciences/Home Economics Teacher Education 2 0 520901 Hospitality Administration/Management, General 2 0 050122 Regional Studies (US., Canadian, Foreign) 1 0 450401 Criminology 1 0 511104 Pre-Veterinary Studies 1 0 131332 Geography Teacher Education 1 0 260210 Biochemistry and Molecular Biology Yes 1 0 521701 Insurance 1 0 160104 Comparative Literature 1 0 509999 Visual and Performing Arts, Other 1 0 131335 Psychology Teacher Education 1 0 521304 Actuarial Science Yes 1 0 512399 Rehabilitation and Therapeutic Professions, Other 1 0 149999 Engineering, Other Yes 1 0 511503 Clinical/Medical Social Work 1 0 131310 Sales and Marketing Operations/Marketing and Distribution Teacher Education 0 0 190505 Foodservice Systems Administration/Management 0 0 301301 Medieval and Renaissance Studies 0 0 131306 Foreign Language Teacher Education 0 0 419999 Science Technologies/Technicians, Other Yes 0 0 131323 Chemistry Teacher Education 0 0 260301 Botany/Plant Biology Yes 0 0 301801 Natural Sciences Yes 0 0 470103 Communications Systems Installation and Repair Technology 0 0 512301 Art Therapy/Therapist 0 0 131326 German Language Teacher Education 0 0 190499 Family and Consumer Economics and Related Services, Other 0 0 131015 Education/Teaching of Individuals in Early Childhood Special Education Programs 0 0 150805 Mechanical Engineering/Mechanical Technology/Technician Yes 0 0 161202 Ancient/Classical Greek Language and Literature 0 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 510299 Communication Disorders Sciences and Services, Other 0 0 512305 Music Therapy/Therapist 0 0 261199 Biomathematics, Bioinformatics, and Computational Biology, Other Yes 0 0 400508 Chemical Physics Yes 0 0 400802 Atomic/Molecular Physics Yes 0 0 410101 Biology Technician/Biotechnology Laboratory Technician Yes 0 0 422801 Clinical Psychology 0 0 510912 Physician Assistant 0 0 511101 Pre-Dentistry Studies 0 0 512207 Public Health Education and Promotion 0 0 540102 American History (United States) 0 0 Awards of at least 2 but less than 4 academic years 513801 Registered Nursing/Registered Nurse 16 0 479999 Mechanic and Repair Technologies/Technicians, Other 6 0 220303 Court Reporting/Court Reporter 3 0 510799 Health and Medical Administrative Services, Other 3 0 150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 3 0 119999 Computer and Information Sciences and Support Services, Othe 3 0 151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 2 0 529999 Business, Management, Marketing, and Related Support Service 2 0 510602 Dental Hygiene/Hygienist 2 0 521201 Management Information Systems, General 2 0 150803 Automotive Engineering Technology/Technician Yes 1 0 390604 Pre-Theology/Pre-Ministerial Studies 1 0 480508 Welding Technology/Welder 1 0 511005 Clinical Laboratory Science/Medical Technology/Technologist Yes 1 0 470609 Avionics Maintenance Technology/Technician 0 0 460101 Mason/Masonry 0 0 390601 Theology/Theological Studies 0 0 Associate's degrees 521201 Management Information Systems, General 186 0 520302 Accounting Technology/Technician and Bookkeeping 86 10 510909 Surgical Technology/Technologist 86 0 513501 Massage Therapy/Therapeutic Massage 85 0 110103 Information Technology Yes 84 0 510911 Radiologic Technology/Science - Radiographer 65 0 470604 Automobile/Automotive Mechanics Technology/Technician 49 0 151301 Drafting and Design Technology/Technician, General Yes 49 0 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 41 0 119999 Computer and Information Sciences and Support Services, Othe 34 0 510714 Medical Insurance Specialist/Medical Biller 26 0 150805 Mechanical Engineering/Mechanical Technology/Technician Yes 23 0 151201 Computer Engineering Technology/Technician Yes 22 0 529999 Business, Management, Marketing, and Related Support Service 20 0 110401 Information Science/Studies Yes 20 6 110701 Computer Science Yes 19 0 110201 Computer Programming/Programmer, General Yes 15 0 510716 Medical Administrative/Executive Assistant and Medical Secretary 14 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 150201 Civil Engineering Technology/Technician Yes 12 4 510706 Health Information/Medical Records Administration/Administrator 11 0 161603 Sign Language Interpretation and Translation 11 5 500602 Cinematography and Film/Video Production 10 4 010603 Ornamental Horticulture 9 0 470101 Electrical/Electronics Equipment Installation and Repair, General 8 0 520204 Office Management and Supervision 8 0 111003 Computer and Information Systems Security/Information Assurance Yes 7 0 151399 Drafting/Design Engineering Technologies/Technicians, Other Yes 7 0 521801 Sales, Distribution, and Marketing Operations, General 7 0 010000 Agriculture, General 6 0 150403 Electromechanical Technology/Electromechanical Engineering Technology Yes 5 0 260209 Radiation Biology/Radiobiology Yes 5 0 520905 Restaurant/Food Services Management 5 0 511105 Pre-Nursing Studies 4 0 410301 Chemical Technology/Technician Yes 4 0 470303 Industrial Mechanics and Maintenance Technology 3 0 479999 Mechanic and Repair Technologies/Technicians, Other 3 0 520208 E-Commerce/Electronic Commerce 3 0 110199 Computer and Information Sciences, Other Yes 2 0 470699 Vehicle Maintenance and Repair Technologies, Other 2 0 480503 Machine Shop Technology/Assistant 2 0 510203 Speech-Language Pathology/Pathologist 2 0 131205 Secondary Education and Teaching 2 0 480508 Welding Technology/Welder 2 0 511102 Pre-Medicine/Pre-Medical Studies 2 0 511103 Pre-Pharmacy Studies 2 0 500702 Fine/Studio Arts, General 2 0 150507 Environmental Engineering Technology/Environmental Technology Yes 1 0 500901 Music, General 1 0 520402 Executive Assistant/Executive Secretary 1 0 521905 Tourism and Travel Services Marketing Operations 1 0 090701 Radio and Television 1 0 111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0 389999 Philosophy and Religious Studies, Other 1 0 390601 Theology/Theological Studies 1 0 420101 Psychology, General 1 0 511199 Health/Medical Preparatory Programs, Other 1 0 511699 Nursing, Other 1 0 520901 Hospitality Administration/Management, General 1 0 090101 Speech Communication and Rhetoric 1 0 150503 Energy Management and Systems Technology/Technician Yes 1 0 310501 Health and Physical Education/Fitness, General 1 0 390604 Pre-Theology/Pre-Ministerial Studies 1 0 150701 Occupational Safety and Health Technology/Technician Yes 1 0 220001 Pre-Law Studies 1 0 470302 Heavy Equipment Maintenance Technology/Technician 1 0 511104 Pre-Veterinary Studies 1 0 010901 Animal Sciences, General Yes 0 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 150405 Robotics Technology/Technician Yes 0 0 230101 English Language and Literature, General 0 0 520206 Non-Profit/Public/Organizational Management 0 0 100202 Radio and Television Broadcasting Technology/Technician 0 0 150401 Biomedical Technology/Technician Yes 0 0 511101 Pre-Dentistry Studies 0 0 099999 Communication, Journalism, and Related Programs, Other 0 0 390699 Theological and Ministerial Studies, Other 0 0 510912 Physician Assistant 0 0 010106 Agricultural Business Technology 0 0 149999 Engineering, Other Yes 0 0 159999 Engineering Technologies and Engineering-Related Fields, Oth Yes 0 0 310505 Kinesiology and Exercise Science 0 0 390701 Pastoral Studies/Counseling 0 0 451101 Sociology 0 0 540101 History, General 0 0 040201 Architecture 0 0 090499 Journalism, Other 0 0 131312 Music Teacher Education 0 0 190901 Apparel and Textiles, General 0 0 390301 Missions/Missionary Studies and Missiology 0 0 400501 Chemistry, General Yes 0 0 450601 Economics, General 0 0 470615 Engine Machinist 0 0 480507 Tool and Die Technology/Technician 0 0 510913 Athletic Training/Trainer 0 0 520399 Accounting and Related Services, Other 0 0 Awards of at least 1 but less than 2 academic years 470603 Autobody/Collision and Repair Technology/Technician 270 0 520407 Business/Office Automation/Technology/Data Entry 162 18 480503 Machine Shop Technology/Assistant 139 0 470605 Diesel Mechanics Technology/Technician 86 0 470105 Industrial Electronics Technology/Technician 74 0 470608 Aircraft Powerplant Technology/Technician 54 0 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 50 0 460499 Building/Construction Finishing, Management, and Inspection, 37 0 120413 Cosmetology, Barber/Styling, and Nail Instructor 29 0 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor 26 6 110501 Computer Systems Analysis/Analyst Yes 23 0 470699 Vehicle Maintenance and Repair Technologies, Other 23 0 470614 Alternative Fuel Vehicle Technology/Technician 20 0 129999 Personal and Culinary Services, Other 19 0 479999 Mechanic and Repair Technologies/Technicians, Other 16 0 470302 Heavy Equipment Maintenance Technology/Technician 15 0 151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Yes 15 0 220302 Legal Assistant/Paralegal 14 0 520408 General Office Occupations and Clerical Services 12 8 511699 Nursing, Other 11 0 110301 Data Processing and Data Processing Technology/Technician Yes 11 6 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Technician 9 2 150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 8 0 520101 Business/Commerce, General 5 0 119999 Computer and Information Sciences and Support Services, Othe 5 0 510706 Health Information/Medical Records Administration/Administrator 4 0 520301 Accounting 3 0 150803 Automotive Engineering Technology/Technician Yes 3 1 513902 Nursing Assistant/Aide and Patient Care Assistant/Aide 3 0 520399 Accounting and Related Services, Other 3 0 390201 Bible/Biblical Studies 2 0 120407 Hair Styling/Stylist and Hair Design 1 0 120301 Funeral Service and Mortuary Science, General 1 0 150612 Industrial Technology/Technician Yes 1 0 131202 Elementary Education and Teaching 1 0 240101 Liberal Arts and Sciences/Liberal Studies 1 1 110201 Computer Programming/Programmer, General Yes 1 0 110699 Data Entry/Microcomputer Applications, Other 1 0 150405 Robotics Technology/Technician Yes 1 0 470613 Medium/Heavy Vehicle and Truck Technology/Technician 1 0 111002 System, Networking, and LAN/WAN Management/Manager Yes 1 0 090701 Radio and Television 1 0 111099 Computer/Information Technology Services Administration and Yes 0 0 150613 Manufacturing Engineering Technology/Technician Yes 0 0 220301 Legal Administrative Assistant/Secretary 0 0 500101 Visual and Performing Arts, General 0 0 520701 Entrepreneurship/Entrepreneurial Studies 0 0 470403 Locksmithing and Safe Repair 0 0 260209 Radiation Biology/Radiobiology Yes 0 0 390601 Theology/Theological Studies 0 0 430107 Criminal Justice/Police Science 0 0 521299 Management Information Systems and Services, Other 0 0 231303 Professional, Technical, Business, and Scientific Writing 0 0 390702 Youth Ministry 0 0 430104 Criminal Justice/Safety Studies 0 0 489999 Precision Production, Other 0 0 509999 Visual and Performing Arts, Other 0 0 512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other 0 0 519999 Health Professions and Related Clinical Sciences, Other 0 0 Awards of less than 1 academic year 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor 279 69 512602 Home Health Aide/Home Attendant 94 0 511099 Clinical/Medical Laboratory Science and Allied Professions, Other 72 11 120499 Cosmetology and Related Personal Grooming Arts, Other 63 0 480503 Machine Shop Technology/Assistant 55 0 470607 Airframe Mechanics and Aircraft Maintenance Technology/Technician 48 0 510716 Medical Administrative/Executive Assistant and Medical Secretary 42 0 120406 Make-Up Artist/Specialist 42 0 151301 Drafting and Design Technology/Technician, General Yes 40 0 521501 Real Estate 29 0 Appendix 4: Award Categories Projected to Produce No Graduates in 2025 Average Graduates Per Academic Year CIP Program STEM 2000-12 2012-25 529999 Business, Management, Marketing, and Related Support Service 27 0 510708 Medical Transcription/Transcriptionist 25 3 520401 Administrative Assistant and Secretarial Science, General 21 0 511699 Nursing, Other 20 0 430203 Fire Science/Fire-fighting 20 6 190799 Human Development, Family Studies, and Related Services, Oth 16 0 520204 Office Management and Supervision 16 0 470399 Heavy/Industrial Equipment Maintenance Technologies, Other 15 0 110501 Computer Systems Analysis/Analyst Yes 14 0 500605 Photography 10 0 520408 General Office Occupations and Clerical Services 9 0 521299 Management Information Systems and Services, Other 8 5 150399 Electrical and Electronic Engineering Technologies/Technicians, Other Yes 7 0 510908 Respiratory Care Therapy/Therapist 5 0 520203 Logistics, Materials, and Supply Chain Management 4 0 510703 Health Unit Coordinator/Ward Clerk 3 0 010605 Landscaping and Groundskeeping 3 0 110801 Web Page, Digital/Multimedia and Information Resources Design Yes 3 0 150803 Automotive Engineering Technology/Technician Yes 2 0 120407 Hair Styling/Stylist and Hair Design 2 0 150405 Robotics Technology/Technician Yes 2 0 510799 Health and Medical Administrative Services, Other 2 2 111099 Computer/Information Technology Services Administration and Yes 1 0 380203 Christian Studies 1 0 129999 Personal and Culinary Services, Other 1 0 521909 Special Products Marketing Operations 1 0 520801 Finance, General 1 0 470302 Heavy Equipment Maintenance Technology/Technician 1 0 100305 Graphic and Printing Equipment Operator, General Production 1 0 190599 Foods, Nutrition, and Related Services, Other 1 0 460301 Electrical and Power Transmission Installation/Installer, General 1 0 521801 Sales, Distribution, and Marketing Operations, General 0 0 150507 Environmental Engineering Technology/Environmental Technology Yes 0 0 150613 Manufacturing Engineering Technology/Technician Yes 0 0 390604 Pre-Theology/Pre-Ministerial Studies 0 0 430109 Security and Loss Prevention Services 0 0 231303 Professional, Technical, Business, and Scientific Writing 0 0 131320 Trade and Industrial Teacher Education 0 0 150699 Industrial Production Technologies/Technicians, Other Yes 0 0 449999 Public Administration and Social Service Professions, Other 0 0 512206 Occupational Health and Industrial Hygiene 0 0 010601 Applied Horticulture/Horticulture Operations, General 0 0 110203 Computer Programming, Vendor/Product Certification Yes 0 0 120508 Institutional Food Workers 0 0 500409 Graphic Design 0 0 520208 E-Commerce/Electronic Commerce 0 0

Career Path: 1.1 Food Products and Processing Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010000 Agriculture, General Associate's degrees 1 0 0 Bachelor's degrees 35 39 35 Master's degrees 1 2 1 Doctor's degrees 1 2 1 38 43 37

010199 Agricultural Business and Management, Other Bachelor's degrees 6 2 3 62 3

010901 Animal Sciences, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 22 28 25 Master's degreesYes 1 0 0 Doctor's degreesYes 1 2 2 24 30 27

011001 Food Science Bachelor's degreesYes 5 10 9 Master's degreesYes 3 6 5 Doctor's degreesYes 1 0 0 91614

011101 Plant Sciences, General Bachelor's degreesYes 14 26 23 Master's degreesYes 2 0 0 Doctor's degreesYes 0 0 0 16 26 23

1.1 TOTAL SUPPLY 93 117 104 DEMAND SOC Occupation Average Annual Openings, 2012-25 191012 Food Scientists and Technologists 10 Bachelor's degree 194011 Agricultural and Food Science Technicians 15 Associate's degree 451011 First-Line Supervisors of Farming, Fishing, and Forestry Workers 35 High school diploma or equivalent 452041 Graders and Sorters, Agricultural Products 25 Less than high school 513022 Meat, Poultry, & Fish Cutters and Trimmers 140 Less than high school 513091 Food & Tobacco Roasting, Baking, & Drying Machine 15 Less than high school 513092 Food Batchmakers 45 High school diploma or equivalent 513093 Food Cooking Machine Operators & Tenders 30 High school diploma or equivalent

1.1 TOTAL DEMAND 315

Supply apportioned by number of career paths Page 1 of 220 Career Path: 1.1 Food Products and Processing Systems

SUPPLY: 104 DEMAND: 315 Demand minus Supply: 211 Supply to Demand Ratio: 0.33

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 104 DEMAND: 25 Demand minus Supply: -79 Supply to Demand Ratio: 4.16

Supply apportioned by number of career paths Page 2 of 220 Career Path: 1.2 Plant Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010000 Agriculture, General Associate's degrees 1 0 0 Bachelor's degrees 35 39 35 Master's degrees 1 2 1 Doctor's degrees 1 2 1 38 43 37

010605 Landscaping and Groundskeeping Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 1 7 5 27 5

010607 Turf and Turfgrass Management Awards of less than 1 academic year 0 0 0 00 0

010699 Applied Horticulture/Horticultural Business Services, Other Associate's degrees 2 10 7 2107

011101 Plant Sciences, General Bachelor's degreesYes 14 26 23 Master's degreesYes 2 0 0 Doctor's degreesYes 0 0 0 16 26 23

011105 Plant Protection and Integrated Pest Management Master's degreesYes 1 0 0 10 0

011202 Soil Chemistry and Physics Bachelor's degreesYes 4 36 27 Master's degreesYes 1 6 3 54230

019999 Agriculture, Agriculture Operations, and Related Sciences, O Bachelor's degrees 6 15 22 Master's degrees 1 2 3 71725

410101 Biology Technician/Biotechnology Laboratory Technician Bachelor's degreesYes 0 0 0 00 0

1.2 TOTAL SUPPLY 73 155 134 DEMAND SOC Occupation Average Annual Openings, 2012-25 191013 Soil and Plant Scientists 10 Bachelor's degree 194021 Biological Technicians 35 Bachelor's degree

Supply apportioned by number of career paths Page 3 of 220 Career Path: 1.2 Plant Systems

373012 Pesticide Handlers, Sprayers, and Applicators, Vegetation 25 High school diploma or equivalent 373013 Tree Trimmers & Pruners 100 High school diploma or equivalent

1.2 TOTAL DEMAND 170

SUPPLY: 134 DEMAND: 170 Demand minus Supply: 36 Supply to Demand Ratio: 0.79

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 129 DEMAND: 45 Demand minus Supply: -84 Supply to Demand Ratio: 2.87

Supply apportioned by number of career paths Page 4 of 220 Career Path: 1.3 Animal Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010000 Agriculture, General Associate's degrees 1 0 0 Bachelor's degrees 35 39 35 Master's degrees 1 2 1 Doctor's degrees 1 2 1 38 43 37

010901 Animal Sciences, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 22 28 25 Master's degreesYes 1 0 0 Doctor's degreesYes 1 2 2 24 30 27

1.3 TOTAL SUPPLY 62 73 64 DEMAND SOC Occupation Average Annual Openings, 2012-25 191011 Animal Scientists 0 Doctoral or professional degree 319096 Veterinary Assistants & Lab Animal Caretakers 45 High school diploma or equivalent 392021 Nonfarm Animal Caretakers 145 Less than high school 452021 Animal Breeders 20 High school diploma or equivalent 452093 Farmworkers, Farm, Ranch, & Aquacultural Animals 75 Less than high school

1.3 TOTAL DEMAND 285

SUPPLY: 64 DEMAND: 285 Demand minus Supply: 221 Supply to Demand Ratio: 0.22

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 64 DEMAND: 0 Demand minus Supply: -64 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 5 of 220 Career Path: 1.4 Power, Structural & Technical Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 140301 Agricultural Engineering Bachelor's degreesYes 2 4 4 Master's degreesYes 1 2 1 Doctor's degreesYes 0 0 0 36 5

1.4 TOTAL SUPPLY 36 5 DEMAND SOC Occupation Average Annual Openings, 2012-25 172021 Agricultural Engineers 0 Bachelor's degree 452091 Agricultural Equipment Operators 65 Less than high school 493041 Farm Equipment Mechanics and Service Technicians 30 High school diploma or equivalent

1.4 TOTAL DEMAND 95

SUPPLY: 5 DEMAND: 95 Demand minus Supply: 90 Supply to Demand Ratio: 0.05

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 5 DEMAND: 0 Demand minus Supply: -5 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 6 of 220 Career Path: 1.5 Natural Resources Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 030101 Natural Resources/Conservation, General Bachelor's degreesYes 3 8 8 Doctor's degreesYes 1 2 1 4109

030199 Natural Resources Conservation and Research, Other Bachelor's degreesYes 2 5 8 Master's degreesYes 1 2 3 Doctor's degreesYes 0 1 1 3812

030201 Natural Resources Management and Policy Bachelor's degrees 9 12 12 91212

030501 Forestry, General Associate's degrees 0 0 0 Bachelor's degrees 5 1 2 Master's degrees 2 3 3 74 5

030502 Forest Sciences and Biology Bachelor's degreesYes 1 0 0 10 0

030511 Forest Technology/Technician Associate's degrees 1 2 2 12 2

030599 Forestry, Other Bachelor's degrees 1 0 0 10 0

030601 Wildlife, Fish and Wildlands Science and Management Bachelor's degreesYes 12 10 10 Master's degreesYes 2 4 4 14 14 14

141201 Engineering Physics/Applied Physics Bachelor's degreesYes 1 0 0 10 0

260101 Biology/Biological Sciences, General Associate's degreesYes 0 1 0 Bachelor's degreesYes 325 530 457 Master's degreesYes 19 25 24 Doctor's degreesYes 4 14 11 348 570 492

Supply apportioned by number of career paths Page 7 of 220 Career Path: 1.5 Natural Resources Systems

260202 Biochemistry Bachelor's degreesYes 10 44 34 Master's degreesYes 1 0 0 Doctor's degreesYes 3 4 4 14 48 38

260203 Biophysics Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 00 0

260204 Molecular Biology Bachelor's degreesYes 8 58 32 Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 85832

260209 Radiation Biology/Radiobiology Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 2 0 0 20 0

260210 Biochemistry and Molecular Biology Bachelor's degreesYes 0 0 0 Master's degreesYes 0 1 1 Doctor's degreesYes 0 1 1 02 2

260301 Botany/Plant Biology Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 Doctor's degreesYes 1 0 0 10 0

260401 Cell/Cellular Biology and Histology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

260403 Anatomy Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

260499 Cell/Cellular Biology and Anatomical Sciences, Other Bachelor's degreesYes 3 0 0 30 0

260502 Microbiology, General Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

Supply apportioned by number of career paths Page 8 of 220 Career Path: 1.5 Natural Resources Systems

260503 Medical Microbiology and Bacteriology Bachelor's degreesYes 1 0 0 Master's degreesYes 1 0 1 Doctor's degreesYes 4 0 0 60 1

260701 Zoology/Animal Biology Bachelor's degreesYes 1 1 1 Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 11 1

260707 Animal Physiology Master's degreesYes 0 0 0 Doctor's degreesYes 1 0 0 10 0

260799 Zoology/Animal Biology, Other Master's degreesYes 0 0 1 Doctor's degreesYes 1 2 3 12 4

260910 Pathology/Experimental Pathology Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 1 11 1

261001 Pharmacology Master's degreesYes 1 8 6 Doctor's degreesYes 3 3 3 4119

261101 Biometry/Biometrics Master's degreesYes 0 0 0 00 0

261102 Biostatistics Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 1 1 2 11 2

261199 Biomathematics, Bioinformatics, and Computational Biology, Other Bachelor's degreesYes 0 0 0 Master's degreesYes 1 4 3 14 3

261201 Biotechnology Associate's degreesYes 1 4 3 14 3

261301 Ecology Bachelor's degreesYes 0 1 1 Master's degreesYes 1 0 0 Doctor's degreesYes 2 2 2 33 3

Supply apportioned by number of career paths Page 9 of 220 Career Path: 1.5 Natural Resources Systems

261310 Ecology and Evolutionary Biology Bachelor's degreesYes 0 5 4 05 4

261399 Ecology, Evolution, Systematics and Population Biology, Other Bachelor's degreesYes 1 0 0 10 0

261501 Neuroscience Bachelor's degreesYes 16 44 37 Master's degreesYes 0 1 0 Doctor's degreesYes 2 11 8 18 56 45

269999 Biological and Biomedical Sciences, Other Bachelor's degreesYes 3 2 5 Master's degreesYes 4 22 16 Doctor's degreesYes 5 15 13 12 39 34

270101 Mathematics, General Bachelor's degreesYes 85 119 112 Master's degreesYes 20 15 20 Doctor's degreesYes 5 9 8 110 143 140

270301 Applied Mathematics, General Bachelor's degreesYes 2 3 2 23 2

270501 Statistics, General Bachelor's degreesYes 3 0 1 Postbaccalaureate certificatesYes 1 5 4 Master's degreesYes 4 6 6 81111

300101 Biological and Physical Sciences Bachelor's degreesYes 27 92 69 27 92 69

300801 Mathematics and Computer Science Bachelor's degreesYes 3 0 1 30 1

301501 Science, Technology and Society Bachelor's degrees 3 14 9 3149

301801 Natural Sciences Bachelor's degreesYes 0 0 0 00 0

400101 Physical Sciences Bachelor's degreesYes 7 0 0 70 0

Supply apportioned by number of career paths Page 10 of 220 Career Path: 1.5 Natural Resources Systems

400501 Chemistry, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 88 130 109 Master's degreesYes 11 20 18 Doctor's degreesYes 10 24 19 109 174 146

400508 Chemical Physics Bachelor's degreesYes 0 0 0 00 0

400599 Chemistry, Other Bachelor's degreesYes 1 5 4 15 4

400601 Geology/Earth Science, General Bachelor's degreesYes 23 59 48 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 5 6 6 Doctor's degreesYes 1 3 2 29 68 56

400603 Geophysics and Seismology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

400801 Physics, General Bachelor's degreesYes 22 48 40 Master's degreesYes 7 14 9 Doctor's degreesYes 6 4 4 35 66 53

400802 Atomic/Molecular Physics Bachelor's degreesYes 0 0 0 00 0

400899 Physics, Other Bachelor's degreesYes 0 1 1 01 1

511401 Medical Scientist Master's degreesYes 3 11 6 3116

1.5 TOTAL SUPPLY 807 1,445 1,226 DEMAND SOC Occupation Average Annual Openings, 2012-25 119121 Natural Sciences Managers 25 Bachelor's degree 191023 Zoologists and Wildlife Biologists 5 Bachelor's degree 191032 Foresters 5 Bachelor's degree

Supply apportioned by number of career paths Page 11 of 220 Career Path: 1.5 Natural Resources Systems

194041 Geological and Petroleum Technicians 5 Associate's degree 194093 Forest and Conservation Technicians 15 Associate's degree 453011 Fishers and Related Fishing Workers 0 Less than high school 454011 Forest & Conservation Workers 10 High school diploma or equivalent 454021 Fallers 5 High school diploma or equivalent 454022 Logging Equipment Operators 25 High school diploma or equivalent 454023 Log Graders & Scalers 5 High school diploma or equivalent 475051 Rock Splitters, Quarry 5 High school diploma or equivalent 475061 Roof Bolters, Mining 0 High school diploma or equivalent 475071 Roustabouts, Oil & Gas 5 Less than high school 475081 Helpers--Extraction Workers 0 High school diploma or equivalent 518092 Gas Plant Operators 5 High school diploma or equivalent 518093 Petroleum Pump System Operators, Refinery Operator 5 High school diploma or equivalent 537033 Loading Machine Operators, Underground Mining 5 Less than high school 537071 Gas Compressor & Gas Pumping Station Operators 0 Less than high school 537072 Pump Operators, Except Wellhead Pumpers 10 Less than high school 537073 Wellhead Pumpers 0 Less than high school 537111 Mine Shuttle Car Operators 0 Less than high school

1.5 TOTAL DEMAND 135

SUPPLY: 1,226 DEMAND: 135 Demand minus Supply: -1,091 Supply to Demand Ratio: 9.08

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,226 DEMAND: 55 Demand minus Supply: -1,171 Supply to Demand Ratio: 22.29

Supply apportioned by number of career paths Page 12 of 220 Career Path: 1.6 Environmental Service Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 141401 Environmental/Environmental Health Engineering Master's degreesYes 5 7 6 Doctor's degreesYes 1 0 0 67 6

150507 Environmental Engineering Technology/Environmental Technology Awards of less than 1 academic yearYes 0 0 0 Associate's degreesYes 1 0 0 Bachelor's degreesYes 4 0 0 50 0

419999 Science Technologies/Technicians, Other Associate's degreesYes 82 14 33 Bachelor's degreesYes 0 0 0 82 14 33

1.6 TOTAL SUPPLY 93 21 39 DEMAND SOC Occupation Average Annual Openings, 2012-25 172081 Environmental Engineers 50 Bachelor's degree 173025 Environmental Engineering Technicians 30 Associate's degree 194091 Environmental Science and Protection Technicians, Including Health 55 Associate's degree 372021 Pest Control Workers 160 High school diploma or equivalent 474041 Hazardous Materials Removal Workers 50 High school diploma or equivalent 518031 Water and Wastewater Treatment Plant and System Operators 115 High school diploma or equivalent 537081 Refuse & Recyclable Material Collectors 190 Less than high school

1.6 TOTAL DEMAND 650

SUPPLY: 39 DEMAND: 650 Demand minus Supply: 611 Supply to Demand Ratio: 0.06

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 39 DEMAND: 135 Demand minus Supply: 96 Supply to Demand Ratio: 0.29

Supply apportioned by number of career paths Page 13 of 220 Career Path: 1.7 Agribusiness Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010101 Agricultural Business and Management, General Bachelor's degrees 1 2 2 Master's degrees 2 8 6 3108

010102 Agribusiness/Agricultural Business Operations Bachelor's degrees 13 18 17 13 18 17

010199 Agricultural Business and Management, Other Bachelor's degrees 6 2 3 62 3

010601 Applied Horticulture/Horticulture Operations, General Awards of less than 1 academic year 0 0 0 Associate's degrees 1 2 1 12 1

010603 Ornamental Horticulture Associate's degrees 3 0 0 Bachelor's degrees 7 27 13 Master's degrees 0 0 0 10 27 13

010901 Animal Sciences, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 22 28 25 Master's degreesYes 1 0 0 Doctor's degreesYes 1 2 2 24 30 27

011101 Plant Sciences, General Bachelor's degreesYes 14 26 23 Master's degreesYes 2 0 0 Doctor's degreesYes 0 0 0 16 26 23

011105 Plant Protection and Integrated Pest Management Master's degreesYes 1 0 0 10 0

1.7 TOTAL SUPPLY 74 115 92 DEMAND SOC Occupation Average Annual Openings, 2012-25 119013 Farmers, Ranchers, and Other Agricultural Managers 540 High school diploma or equivalent 131021 Buyers and Purchasing Agents, Farm Products 5 High school diploma or equivalent 131074 Farm Labor Contractors 0 Less than high school

Supply apportioned by number of career paths Page 14 of 220 Career Path: 1.7 Agribusiness Systems

1.7 TOTAL DEMAND 545

SUPPLY: 92 DEMAND: 545 Demand minus Supply: 453 Supply to Demand Ratio: 0.17

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 92

Demand minus Supply: -92 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 15 of 220 Career Path: 2.1 Design/Pre-Construction SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 040201 Architecture Associate's degrees 0 0 0 Bachelor's degrees 18 22 21 Master's degrees 4 13 11 22 35 32

040401 Environmental Design/Architecture Bachelor's degrees 2 8 5 28 5

140801 Civil Engineering, General Bachelor's degreesYes 59 117 99 Master's degreesYes 19 25 21 Doctor's degreesYes 3 9 7 81 151 127

141801 Materials Engineering Bachelor's degreesYes 2 4 4 Master's degreesYes 2 4 3 Doctor's degreesYes 3 5 4 71311

141901 Mechanical Engineering Bachelor's degreesYes 85 187 156 Postbaccalaureate certificatesYes 0 2 2 Master's degreesYes 16 3 8 Doctor's degreesYes 3 2 1 104 194 167

150201 Civil Engineering Technology/Technician Associate's degreesYes 12 0 4 12 0 4

151102 Surveying Technology/Surveying Awards of less than 1 academic yearYes 0 1 1 Bachelor's degreesYes 5 0 1 51 2

151301 Drafting and Design Technology/Technician, General Awards of less than 1 academic yearYes 20 0 0 Awards of at least 1 but less than 2 academic yearsYes 55 36 58 Associate's degreesYes 24 0 0 Awards of at least 2 but less than 4 academic yearsYes 10 4 0 109 40 58

151302 CAD/CADD Drafting and/or Design Technology/Technician Awards of at least 1 but less than 2 academic yearsYes 1 2 3 Associate's degreesYes 29 128 101 30 130 104

Supply apportioned by number of career paths Page 16 of 220 Career Path: 2.1 Design/Pre-Construction

151303 Architectural Drafting and Architectural CAD/CADD Awards of less than 1 academic yearYes 2 27 21 Associate's degreesYes 1 2 1 32922

460415 Building Construction Technology Awards of less than 1 academic year 1 9 7 Awards of at least 1 but less than 2 academic years 2 21 17 33024

500408 Interior Design Associate's degrees 17 18 12 Bachelor's degrees 36 72 58 53 90 70

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

2.1 TOTAL SUPPLY 1,052 1,719 1,507 DEMAND SOC Occupation Average Annual Openings, 2012-25 131051 Cost Estimators 150 Bachelor's degree 171011 Architects, Except Landscape and Naval 50 Bachelor's degree 171012 Landscape Architects 10 Bachelor's degree 171022 Surveyors 35 Bachelor's degree 172051 Civil Engineers 150 Bachelor's degree 173011 Architectural and Civil Drafters 30 Associate's degree 173022 Civil Engineering Technicians 35 Associate's degree 173031 Surveying and Mapping Technicians 35 High school diploma or equivalent

Supply apportioned by number of career paths Page 17 of 220 Career Path: 2.1 Design/Pre-Construction

271025 Interior Designers 40 Bachelor's degree

2.1 TOTAL DEMAND 535

SUPPLY: 1,507 DEMAND: 535 Demand minus Supply: -972 Supply to Demand Ratio: 2.82

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,383 DEMAND: 500 Demand minus Supply: -883 Supply to Demand Ratio: 2.77

Supply apportioned by number of career paths Page 18 of 220 Career Path: 2.2 Construction SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 150505 Solar Energy Technology/Technician Awards of less than 1 academic yearYes 1 8 6 Awards of at least 1 but less than 2 academic yearsYes 3 39 31 44737

460101 Mason/Masonry Awards of less than 1 academic year 6 22 16 Awards of at least 1 but less than 2 academic years 9 2 6 Awards of at least 2 but less than 4 academic years 0 0 0 15 24 22

460302 Electrician Awards of less than 1 academic year 11 23 17 Awards of at least 1 but less than 2 academic years 30 114 82 Associate's degrees 1 7 5 Awards of at least 2 but less than 4 academic years 1 6 5 43 150 109

460401 Building/Property Maintenance Awards of less than 1 academic year 1 9 7 Awards of at least 1 but less than 2 academic years 1 12 9 Associate's degrees 0 1 1 22217

460415 Building Construction Technology Awards of less than 1 academic year 1 9 7 Awards of at least 1 but less than 2 academic years 2 21 17 33024

460499 Building/Construction Finishing, Management, and Inspection, Awards of at least 1 but less than 2 academic years 37 0 0 37 0 0

460502 Pipefitting/Pipefitter and Sprinkler Fitter Awards of less than 1 academic year 2 20 15 Awards of at least 1 but less than 2 academic years 2 27 21 44736

460503 Plumbing Technology/Plumber Awards of at least 1 but less than 2 academic years 1 6 5 16 5

469999 Construction Trades, Other Awards of less than 1 academic year 11 58 45 Awards of at least 1 but less than 2 academic years 15 39 30 Awards of at least 2 but less than 4 academic years 6 49 36 32 146 111

Supply apportioned by number of career paths Page 19 of 220 Career Path: 2.2 Construction

480503 Machine Shop Technology/Assistant Awards of less than 1 academic year 28 0 0 Awards of at least 1 but less than 2 academic years 70 0 0 Associate's degrees 1 0 0 Awards of at least 2 but less than 4 academic years 23 194 126 122 194 126

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

522001 Construction Management Bachelor's degrees 16 126 92 16 126 92

2.2 TOTAL SUPPLY 904 1,797 1,466 DEMAND SOC Occupation Average Annual Openings, 2012-25 119021 Construction Managers 260 Associate's degree 471011 First-Line Supervisors of Construction Trades and Extraction Workers 460 High school diploma or equivalent 472021 Brickmasons and Blockmasons 65 High school diploma or equivalent 472022 Stonemasons 5 High school diploma or equivalent 472031 Carpenters 525 High school diploma or equivalent 472041 Carpet Installers 15 Less than high school 472042 Floor Layers, Except Carpet, Wood, and Hard Tiles 5 High school diploma or equivalent

Supply apportioned by number of career paths Page 20 of 220 Career Path: 2.2 Construction

472043 Floor Sanders and Finishers 5 High school diploma or equivalent 472044 Tile and Marble Setters 15 Less than high school 472051 Cement Masons and Concrete Finishers 105 Less than high school 472053 Terrazzo Workers and Finishers 0 High school diploma or equivalent 472061 Construction Laborers 700 Less than high school 472071 Paving, Surfacing, and Tamping Equipment Operators 55 High school diploma or equivalent 472072 Pile-Driver Operators 5 High school diploma or equivalent 472073 Operating Engineers and Other Construction Equipment Operators 265 High school diploma or equivalent 472081 Drywall and Ceiling Tile Installers 60 Less than high school 472082 Tapers 15 Less than high school 472111 Electricians 620 High school diploma or equivalent 472121 Glaziers 80 High school diploma or equivalent 472131 Insulation Workers, Floor, Ceiling, and Wall 30 Less than high school 472132 Insulation Workers, Mechanical 35 High school diploma or equivalent 472141 Painters, Construction and Maintenance 220 Less than high school 472142 Paperhangers 0 High school diploma or equivalent 472151 Pipelayers 115 High school diploma or equivalent 472152 Plumbers, Pipefitters, and Steamfitters 415 High school diploma or equivalent 472161 Plasterers & Stucco Masons 15 Less than high school 472171 Reinforcing Iron & Rebar Workers 10 High school diploma or equivalent 472181 Roofers 85 Less than high school 472211 Sheet Metal Workers 145 High school diploma or equivalent 472221 Structural Iron and Steel Workers 50 High school diploma or equivalent 473011 Helpers-Brick Block Stonemasons, & Tile Marble Set 50 Less than high school 473012 Helpers-Carpenters 25 Less than high school 473013 Helpers-Electricians 135 High school diploma or equivalent 473014 Helpers-Painters, Paperhangers, Plasterers & Stucc 10 Less than high school

Supply apportioned by number of career paths Page 21 of 220 Career Path: 2.2 Construction

473015 Helpers-Pipelayers Plumbers Pipefitters & Stmfittr 90 High school diploma or equivalent 473016 Helpers-Roofers 15 Less than high school 473019 Helpers, Construction Trades, All Other 35 Less than high school 474031 Fence Erectors 15 High school diploma or equivalent 474091 Segmental Pavers 0 High school diploma or equivalent 474799 Construction and Related Workers, All Other 55 High school diploma or equivalent 475011 Derrick Operators, Oil and Gas 0 Less than high school 475012 Rotary Drill Operators, Oil and Gas 0 Less than high school 475013 Service Unit Operators, Oil, Gas, and Mining 0 Less than high school 475021 Earth Drillers, Except Oil and Gas 10 High school diploma or equivalent 475031 Explosives Workers, Ordnance Handling Experts, and Blasters 5 High school diploma or equivalent 475041 Continuous Mining Machine Operators 0 High school diploma or equivalent 475042 Mine Cutting and Channeling Machine Operators 0 High school diploma or equivalent 492095 Elec & Electronics Repairers, Pwrhouse, SubSt, 15 Postsecondary non-degree award 499095 Manufactured Building and Mobile Home Installers 0 High school diploma or equivalent 499096 Riggers 5 High school diploma or equivalent 499098 Helpers-Installation, Maintenance & Repair Workers 145 High school diploma or equivalent 512041 Structural Metal Fabricators and Fitters 70 High school diploma or equivalent 537011 Conveyor Operators & Tenders 105 Less than high school 537021 Crane and Tower Operators 35 Less than high school 537031 Dredge Operators 0 Less than high school 537032 Excavating and Loading Machine and Dragline Operators 60 Less than high school 537041 Hoist and Winch Operators 5 Less than high school

2.2 TOTAL DEMAND 5,265

SUPPLY: 1,466 DEMAND: 5,265 Demand minus Supply: 3,799 Supply to Demand Ratio: 0.28

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Supply apportioned by number of career paths Page 22 of 220 Career Path: 2.2 Construction

SUPPLY : 1,132 DEMAND: 275 Demand minus Supply: -857 Supply to Demand Ratio: 4.12

Supply apportioned by number of career paths Page 23 of 220 Career Path: 2.3 Maintenance/Operations SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010601 Applied Horticulture/Horticulture Operations, General Awards of less than 1 academic year 0 0 0 Associate's degrees 1 2 1 12 1

010603 Ornamental Horticulture Associate's degrees 3 0 0 Bachelor's degrees 7 27 13 Master's degrees 0 0 0 10 27 13

010605 Landscaping and Groundskeeping Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 1 7 5 27 5

010607 Turf and Turfgrass Management Awards of less than 1 academic year 0 0 0 00 0

150501 Heating, Ventilation, Air Conditioning and Refrigeration Engineering Technology/Technician Awards of less than 1 academic yearYes 1 4 3 Awards of at least 1 but less than 2 academic yearsYes 18 130 97 Associate's degreesYes 14 86 61 Awards of at least 2 but less than 4 academic yearsYes 2 18 14 35 238 175

460301 Electrical and Power Transmission Installation/Installer, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 4 2 2 42 2

460503 Plumbing Technology/Plumber Awards of at least 1 but less than 2 academic years 1 6 5 16 5

470201 Heating, Air Conditioning, Ventilation and Refrigeration Maintenance Technology/Technician Awards of less than 1 academic year 63 568 442 Awards of at least 1 but less than 2 academic years 218 409 389 Associate's degrees 3 6 5 Awards of at least 2 but less than 4 academic years 81 556 386 365 1,539 1,222

470303 Industrial Mechanics and Maintenance Technology Awards of less than 1 academic year 39 51 46 Awards of at least 1 but less than 2 academic years 111 258 233 Associate's degrees 1 0 0 Awards of at least 2 but less than 4 academic years 12 80 50 163 389 329

2.3 TOTAL SUPPLY 581 2,210 1,752

Supply apportioned by number of career paths Page 24 of 220 Career Path: 2.3 Maintenance/Operations DEMAND SOC Occupation Average Annual Openings, 2012-25 371012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 115 High school diploma or equivalent 373011 Landscaping & Groundskeeping Workers 615 Less than high school 472011 Boilermakers 25 High school diploma or equivalent 474021 Elevator Installers and Repairers 15 High school diploma or equivalent 474051 Highway Maintenance Workers 160 High school diploma or equivalent 474071 Septic Tank Servicers and Sewer Pipe Cleaners 25 Less than high school 499011 Mechanical Door Repairers 10 High school diploma or equivalent 499012 Control & Valve Installers & Repairers ex Mch Door 25 High school diploma or equivalent 499021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers 265 Postsecondary non-degree award 499044 Millwrights 30 High school diploma or equivalent 499045 Refractory Materials Repairers, Except Brickmasons 0 Postsecondary non-degree award 499051 Electrical Power-Line Installers and Repairers 190 High school diploma or equivalent 518021 Stationary Engineers & Boiler Operators 15 High school diploma or equivalent

2.3 TOTAL DEMAND 1,490

SUPPLY: 1,752 DEMAND: 1,490 Demand minus Supply: -262 Supply to Demand Ratio: 1.18

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 530 DEMAND: 265 Demand minus Supply: -265 Supply to Demand Ratio: 2.00

Supply apportioned by number of career paths Page 25 of 220 Career Path: 3.2 Printing Technology SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 100305 Graphic and Printing Equipment Operator, General Production Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 10 8 9 10 8 9

3.2 TOTAL SUPPLY 10 8 9 DEMAND SOC Occupation Average Annual Openings, 2012-25 439031 Desktop Publishers 10 Associate's degree 515111 Prepress Technicians and Workers 20 Postsecondary non-degree award 515112 Printing Press Operators 90 High school diploma or equivalent 515113 Print Binding & Finishing Workers 45 High school diploma or equivalent

3.2 TOTAL DEMAND 165

SUPPLY: 9 DEMAND: 165 Demand minus Supply: 156 Supply to Demand Ratio: 0.05

Supply (Assoc or higher) / Demand (requires Assoc or higher)

DEMAND: 30 Demand minus Supply: 30 Supply to Demand Ratio: 0.00

Supply apportioned by number of career paths Page 26 of 220 Career Path: 3.3 Visual Arts SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 100304 Animation, Interactive Technology, Video Graphics and Special Effects Awards of less than 1 academic yearYes 3 39 31 Awards of at least 1 but less than 2 academic yearsYes 0 1 0 Bachelor's degreesYes 43 188 147 46 228 178

110801 Web Page, Digital/Multimedia and Information Resources Design Awards of less than 1 academic yearYes 1 0 0 Awards of at least 1 but less than 2 academic yearsYes 0 2 2 Associate's degreesYes 20 0 0 Bachelor's degreesYes 6 24 17 27 26 19

110803 Computer Graphics Associate's degreesYes 0 2 2 02 2

150503 Energy Management and Systems Technology/Technician Associate's degreesYes 0 0 0 00 0

500101 Visual and Performing Arts, General Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 12 20 16 12 20 16

500102 Digital Arts Bachelor's degrees 0 5 4 05 4

500401 Design and Visual Communications, General Associate's degrees 6 75 59 Bachelor's degrees 9 35 29 Master's degrees 2 0 0 17 110 88

500402 Commercial and Advertising Art Awards of less than 1 academic year 1 9 6 Awards of at least 1 but less than 2 academic years 14 27 20 Associate's degrees 137 27 81 Bachelor's degrees 42 0 0 194 63 107

500409 Graphic Design Awards of less than 1 academic year 0 0 0 Associate's degrees 5 18 11 Bachelor's degrees 12 72 50 Postbaccalaureate certificates 0 0 0 17 90 61

Supply apportioned by number of career paths Page 27 of 220 Career Path: 3.3 Visual Arts

500410 Illustration Bachelor's degrees 2 15 11 21511

500502 Technical Theatre/Theatre Design and Technology Bachelor's degrees 0 0 1 00 1

500701 Art/Art Studies, General Bachelor's degrees 76 67 70 Master's degrees 5 6 7 81 73 77

500702 Fine/Studio Arts, General Associate's degrees 1 0 0 Bachelor's degrees 76 130 110 Master's degrees 8 0 0 85 130 110

500706 Intermedia/Multimedia Master's degrees 1 8 6 18 6

500708 Painting Bachelor's degrees 0 4 3 04 3

500799 Fine Arts and Art Studies, Other Bachelor's degrees 2 0 0 Master's degrees 1 0 0 30 0

3.3 TOTAL SUPPLY 485 774 683 DEMAND SOC Occupation Average Annual Openings, 2012-25 271011 Art Directors 25 Bachelor's degree 271012 Craft Artists 10 High school diploma or equivalent 271013 Fine Artists, Including Painters, Sculptors, and Illustrators 5 High school diploma or equivalent 271014 Multimedia Artists and Animators 10 Bachelor's degree 271019 Artists and Related Workers, All Other 0 High school diploma or equivalent 271021 Commercial and Industrial Designers 25 Bachelor's degree 271022 Fashion Designers 5 High school diploma or equivalent 271024 Graphic Designers 150 Bachelor's degree 271027 Set and Exhibit Designers 10 Bachelor's degree 271029 Designers, All Other 5 Bachelor's degree Supply apportioned by number of career paths Page 28 of 220 Career Path: 3.3 Visual Arts

3.3 TOTAL DEMAND 245

SUPPLY: 683 DEMAND: 245 Demand minus Supply: -438 Supply to Demand Ratio: 2.79

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 624 DEMAND: 225 Demand minus Supply: -399 Supply to Demand Ratio: 2.77

Supply apportioned by number of career paths Page 29 of 220 Career Path: 3.4 Performing Arts SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 090101 Speech Communication and Rhetoric Associate's degrees 0 0 0 Bachelor's degrees 63 135 107 Master's degrees 6 0 0 Doctor's degrees 1 0 0 70 135 107

090701 Radio and Television Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 0 0 0 Bachelor's degrees 17 0 0 17 0 0

120401 Cosmetology/Cosmetologist, General Awards of less than 1 academic year 102 76 93 Awards of at least 1 but less than 2 academic years 631 1,602 1,298 Associate's degrees 1 4 2 734 1,682 1,393

120406 Make-Up Artist/Specialist Awards of less than 1 academic year 21 0 0 21 0 0

390501 Religious/Sacred Music Bachelor's degrees 4 18 13 Master's degrees 0 4 2 42215

500501 Drama and Dramatics/Theatre Arts, General Associate's degrees 0 0 0 Bachelor's degrees 92 71 74 Master's degrees 6 8 7 98 79 81

500506 Acting Awards of less than 1 academic year 17 246 185 Bachelor's degrees 1 4 2 18 250 187

500507 Directing and Theatrical Production Bachelor's degrees 0 2 1 02 1

500599 Dramatic/Theatre Arts and Stagecraft, Other Bachelor's degrees 1 1 2 11 2

500601 Film/Cinema/Video Studies Awards of less than 1 academic year 2 30 23 Bachelor's degrees 3 24 18 55441

Supply apportioned by number of career paths Page 30 of 220 Career Path: 3.4 Performing Arts

500602 Cinematography and Film/Video Production Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 3 0 1 Bachelor's degrees 8 33 27 Postbaccalaureate certificates 1 0 0 12 35 30

500901 Music, General Associate's degrees 1 0 0 Bachelor's degrees 110 154 149 Postbaccalaureate certificates 0 1 1 Master's degrees 35 58 49 Doctor's degrees 4 8 7 150 221 206

500903 Music Performance, General Awards of at least 1 but less than 2 academic years 1 9 6 Bachelor's degrees 37 100 81 Master's degrees 4 18 15 42 127 102

500904 Music Theory and Composition Bachelor's degrees 3 14 10 31410

500907 Keyboard Instruments Bachelor's degrees 1 6 4 16 4

500908 Voice and Opera Bachelor's degrees 2 8 6 28 6

500911 Stringed Instruments Bachelor's degrees 2 8 5 28 5

500912 Music Pedagogy Bachelor's degrees 0 0 1 Postbaccalaureate certificates 0 1 1 Master's degrees 1 4 3 15 5

500913 Music Technology Awards of at least 1 but less than 2 academic years 1 15 12 Bachelor's degrees 0 3 2 11814

500914 Brass Instruments Bachelor's degrees 0 1 1 01 1

Supply apportioned by number of career paths Page 31 of 220 Career Path: 3.4 Performing Arts

500915 Woodwind Instruments Bachelor's degrees 0 3 2 03 2

500916 Percussion Instruments Bachelor's degrees 0 2 1 02 1

500999 Music, Other Awards of less than 1 academic year 0 4 3 Awards of at least 1 but less than 2 academic years 8 8 7 Bachelor's degrees 23 75 54 Master's degrees 2 0 0 33 87 64

501003 Music Management Awards of at least 1 but less than 2 academic years 0 1 1 Bachelor's degrees 227 205 206 227 206 207

501004 Theatre/Theatre Arts Management Bachelor's degrees 0 0 0 00 0

3.4 TOTAL SUPPLY 1,442 2,966 2,484 DEMAND SOC Occupation Average Annual Openings, 2012-25 131011 Agents and Business Managers of Artists, Performers, and Athletes 70 Bachelor's degree 272011 Actors 10 Some college, no degree 272012 Producers and Directors 65 Bachelor's degree 272031 Dancers 10 High school diploma or equivalent 272032 Choreographers 5 High school diploma or equivalent 272041 Music Directors and Composers 70 Bachelor's degree 272042 Musicians and Singers 195 High school diploma or equivalent 272099 Entertainers and Performers, Sports and Related Workers, All Other 10 High school diploma or equivalent 273012 Public Address System and Other Announcers 5 High school diploma or equivalent 395091 Makeup Artists, Theatrical and Performance 0 Postsecondary non-degree award

3.4 TOTAL DEMAND 440

SUPPLY: 2,484 DEMAND: 440 Demand minus Supply: -2,044 Supply to Demand Ratio: 5.65

Supply apportioned by number of career paths Page 32 of 220 Career Path: 3.4 Performing Arts

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 854 DEMAND: 215 Demand minus Supply: -639 Supply to Demand Ratio: 3.97

Supply apportioned by number of career paths Page 33 of 220 Career Path: 3.5 Journalism and Broadcasting SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 090100 Communication, General Bachelor's degrees 4 54 41 Master's degrees 0 3 3 45744

090101 Speech Communication and Rhetoric Associate's degrees 0 0 0 Bachelor's degrees 63 135 107 Master's degrees 6 0 0 Doctor's degrees 1 0 0 70 135 107

090102 Mass Communication/Media Studies Associate's degrees 0 0 0 Bachelor's degrees 235 253 229 Master's degrees 19 53 40 Doctor's degrees 3 18 13 257 324 282

090199 Communication and Media Studies, Other Bachelor's degrees 24 42 44 24 42 44

090401 Journalism Bachelor's degrees 108 237 237 Master's degrees 8 5 7 116 242 244

090402 Broadcast Journalism Bachelor's degrees 9 0 0 90 0

090499 Journalism, Other Associate's degrees 0 0 0 Bachelor's degrees 20 0 0 20 0 0

090701 Radio and Television Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 0 0 0 Bachelor's degrees 17 0 0 17 0 0

090702 Digital Communication and Media/Multimedia Awards of at least 1 but less than 2 academic yearsYes 0 2 1 Bachelor's degreesYes 5 22 14 52415

090799 Radio, Television, and Digital Communication, Other Bachelor's degrees 5 20 20 52020

Supply apportioned by number of career paths Page 34 of 220 Career Path: 3.5 Journalism and Broadcasting

090907 International and Intercultural Communication Bachelor's degrees 0 2 1 Master's degrees 1 9 7 1118

090908 Technical and Scientific Communication Bachelor's degrees 1 8 6 18 6

099999 Communication, Journalism, and Related Programs, Other Associate's degrees 0 0 0 Bachelor's degrees 11 30 24 11 30 24

100105 Communications Technology/Technician Associate's degrees 26 290 207 Bachelor's degrees 0 1 0 26 291 207

100201 Photographic and Film/Video Technology/Technician and Assistant Awards of less than 1 academic year 4 49 39 Awards of at least 1 but less than 2 academic years 1 10 8 55947

100202 Radio and Television Broadcasting Technology/Technician Associate's degrees 0 0 0 00 0

100203 Recording Arts Technology/Technician Awards of less than 1 academic year 2 22 17 Awards of at least 1 but less than 2 academic years 67 175 84 Associate's degrees 17 197 147 Bachelor's degrees 18 410 224 Master's degrees 3 23 17 107 827 489

109999 Communications Technologies/Technicians and Support Services Associate's degrees 0 2 1 02 1

230401 English Composition Bachelor's degrees 3 0 0 30 0

231001 Speech and Rhetorical Studies Bachelor's degrees 40 0 0 40 0 0

231301 Writing, General Bachelor's degrees 1 14 11 11411

Supply apportioned by number of career paths Page 35 of 220 Career Path: 3.5 Journalism and Broadcasting

231302 Creative Writing Bachelor's degrees 1 2 1 Master's degrees 6 23 17 72518

231303 Professional, Technical, Business, and Scientific Writing Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 4 9 8 49 8

231304 Rhetoric and Composition Bachelor's degrees 2 24 19 22419

470103 Communications Systems Installation and Repair Technology Bachelor's degrees 0 0 0 00 0

500101 Visual and Performing Arts, General Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 12 20 16 12 20 16

500102 Digital Arts Bachelor's degrees 0 5 4 05 4

500406 Commercial Photography Awards of less than 1 academic year 1 10 7 Associate's degrees 14 79 58 Bachelor's degrees 0 4 3 15 93 68

500602 Cinematography and Film/Video Production Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 3 0 1 Bachelor's degrees 8 33 27 Postbaccalaureate certificates 1 0 0 12 35 30

500605 Photography Awards of less than 1 academic year 5 0 0 Awards of at least 1 but less than 2 academic years 1 8 6 Associate's degrees 3 24 18 Bachelor's degrees 5 18 15 14 50 39

500701 Art/Art Studies, General Bachelor's degrees 76 67 70 Master's degrees 5 6 7 81 73 77

Supply apportioned by number of career paths Page 36 of 220 Career Path: 3.5 Journalism and Broadcasting

500913 Music Technology Awards of at least 1 but less than 2 academic years 1 15 12 Bachelor's degrees 0 3 2 11814

520501 Business/Corporate Communications Bachelor's degrees 1 13 10 11310

3.5 TOTAL SUPPLY 871 2,451 1,852 DEMAND SOC Occupation Average Annual Openings, 2012-25 273011 Radio and Television Announcers 65 Bachelor's degree 273021 Broadcast News Analysts 5 Bachelor's degree 273022 Reporters and Correspondents 35 Bachelor's degree 273041 Editors 45 Bachelor's degree 273042 Technical Writers 20 Bachelor's degree 273043 Writers and Authors 65 Bachelor's degree 273099 Media and Communication Workers, All Other 20 High school diploma or equivalent 274011 Audio and Video Equipment Technicians 55 Postsecondary non-degree award 274012 Broadcast Technicians 30 Associate's degree 274013 Radio Operators 0 High school diploma or equivalent 274014 Sound Engineering Technicians 25 Postsecondary non-degree award 274021 Photographers 50 High school diploma or equivalent 274031 Camera Operators, Television, Video, and Motion Picture 10 Bachelor's degree 274032 Film and Video Editors 10 Bachelor's degree 274099 Media & Communication Equip Workers, All Other 5 High school diploma or equivalent 432099 Communications Equipment Operators, All Other 0 High school diploma or equivalent

3.5 TOTAL DEMAND 440

SUPPLY: 1,852 DEMAND: 440 Demand minus Supply: -1,412 Supply to Demand Ratio: 4.21

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Supply apportioned by number of career paths Page 37 of 220 Career Path: 3.5 Journalism and Broadcasting

SUPPLY : 1,676 DEMAND: 365 Demand minus Supply: -1,311 Supply to Demand Ratio: 4.59

Supply apportioned by number of career paths Page 38 of 220 Career Path: 3.6 Telecommunications SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 470103 Communications Systems Installation and Repair Technology Bachelor's degrees 0 0 0 00 0

3.6 TOTAL SUPPLY 00 0 DEMAND SOC Occupation Average Annual Openings, 2012-25 492022 Telecommunications Equipment Installers and Repairers, Except Line Installers 130 Postsecondary non-degree award 499052 Telecommunications Line Installers and Repairers 60 High school diploma or equivalent

3.6 TOTAL DEMAND 190

SUPPLY: 0 DEMAND: 190 Demand minus Supply: 190 Supply to Demand Ratio: 0.00

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 0 DEMAND: 130 Demand minus Supply: 130 Supply to Demand Ratio: 0.00

Supply apportioned by number of career paths Page 39 of 220 Career Path: 4.1 General Management SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 090702 Digital Communication and Media/Multimedia Awards of at least 1 but less than 2 academic yearsYes 0 2 1 Bachelor's degreesYes 5 22 14 52415

250101 Library and Information Science Master's degrees 28 36 33 28 36 33

420101 Psychology, General Associate's degrees 0 0 0 Bachelor's degrees 511 793 710 Master's degrees 43 43 41 Post-master's certificates 0 0 0 Doctor's degrees 17 19 19 571 855 770

422701 Cognitive Psychology and Psycholinguistics Bachelor's degreesYes 2 0 1 20 1

422703 Developmental and Child Psychology Bachelor's degreesYes 15 34 32 15 34 32

422705 Personality Psychology Master's degreesYes 0 1 1 01 1

422706 Physiological Psychology/Psychobiology Bachelor's degreesYes 0 2 2 02 2

422801 Clinical Psychology Bachelor's degrees 0 0 0 Master's degrees 0 2 2 02 2

422802 Community Psychology Master's degrees 1 1 1 Doctor's degrees 0 1 0 12 1

422803 Counseling Psychology Bachelor's degrees 0 1 0 Postbaccalaureate certificates 0 1 1 Master's degrees 37 84 67 Doctor's degrees 3 1 1 40 87 69

Supply apportioned by number of career paths Page 40 of 220 Career Path: 4.1 General Management

422804 Industrial and Organizational Psychology Bachelor's degrees 6 11 9 Doctor's degrees 1 0 0 7119

422805 School Psychology Master's degrees 5 14 11 Post-master's certificates 0 3 2 51713

422806 Educational Psychology Postbaccalaureate certificates 1 6 5 Master's degrees 15 21 20 Post-master's certificates 0 0 0 Doctor's degrees 4 0 3 20 27 28

422899 Clinical, Counseling and Applied Psychology, Other Master's degrees 3 38 30 Doctor's degrees 0 6 4 34434

429999 Psychology, Other Bachelor's degrees 19 0 2 Master's degrees 9 0 0 28 0 2

430103 Criminal Justice/Law Enforcement Administration Awards of at least 1 but less than 2 academic years 0 1 0 Associate's degrees 25 227 160 Bachelor's degrees 145 539 393 Master's degrees 13 15 17 183 782 570

440401 Public Administration Bachelor's degrees 2 5 4 Master's degrees 17 49 37 Doctor's degrees 0 0 0 19 54 41

450101 Social Sciences, General Associate's degrees 0 0 0 Bachelor's degrees 75 63 68 Master's degrees 0 1 1 75 64 69

450201 Anthropology Bachelor's degrees 47 76 68 Master's degrees 7 2 4 Doctor's degrees 2 0 0 56 78 72

Supply apportioned by number of career paths Page 41 of 220 Career Path: 4.1 General Management

450299 Anthropology, Other Bachelor's degrees 0 1 1 01 1

450301 Archeology Bachelor's degreesYes 1 2 2 12 2

450401 Criminology Bachelor's degrees 1 0 0 10 0

450601 Economics, General Associate's degrees 0 0 0 Bachelor's degrees 124 126 133 Master's degrees 13 15 13 Doctor's degrees 3 3 2 140 144 148

450604 Development Economics and International Development Master's degrees 1 14 11 11411

450605 International Economics Bachelor's degrees 2 4 4 24 4

450699 Economics, Other Bachelor's degrees 1 0 0 10 0

450701 Geography Bachelor's degrees 16 21 21 Master's degrees 4 4 5 Doctor's degrees 1 2 1 21 27 27

450702 Geographic Information Science and Cartography Awards of less than 1 academic yearYes 3 1 2 Associate's degreesYes 2 4 3 Postbaccalaureate certificatesYes 1 8 6 61311

450799 Geography, Other Bachelor's degrees 0 0 1 00 1

450901 International Relations and Affairs Bachelor's degrees 22 57 47 22 57 47

Supply apportioned by number of career paths Page 42 of 220 Career Path: 4.1 General Management

451001 Political Science and Government, General Bachelor's degrees 229 353 305 Master's degrees 5 7 6 Doctor's degrees 2 6 5 236 366 316

451002 American Government and Politics (United States) Postbaccalaureate certificates 0 2 1 02 1

451099 Political Science and Government, Other Bachelor's degrees 0 2 2 02 2

451101 Sociology Associate's degrees 0 0 0 Bachelor's degrees 131 145 143 Master's degrees 8 7 7 Doctor's degrees 2 1 1 141 153 151

451201 Urban Studies/Affairs Bachelor's degrees 2 0 1 20 1

459999 Social Sciences, Other Bachelor's degrees 18 0 4 18 0 4

501004 Theatre/Theatre Arts Management Bachelor's degrees 0 0 0 00 0

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

Supply apportioned by number of career paths Page 43 of 220 Career Path: 4.1 General Management

520206 Non-Profit/Public/Organizational Management Associate's degrees 0 0 0 Bachelor's degrees 48 0 1 Postbaccalaureate certificates 1 14 11 Master's degrees 10 24 24 59 38 36

520299 Business Administration, Management and Operations, Other Awards of less than 1 academic year 2 27 21 Awards of at least 1 but less than 2 academic years 0 3 2 Associate's degrees 75 83 93 Bachelor's degrees 91 9 54 Postbaccalaureate certificates 0 5 4 Master's degrees 79 25 59 247 152 233

520701 Entrepreneurship/Entrepreneurial Studies Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 11 33 20 Postbaccalaureate certificates 1 4 2 Master's degrees 5 16 14 17 53 36

520703 Small Business Administration/Management Bachelor's degrees 0 1 0 01 0

520801 Finance, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 100 108 100 Master's degrees 6 31 24 106 139 124

520999 Hospitality Administration/Management, Other Associate's degrees 2 5 7 Bachelor's degrees 2 6 10 41117

521101 International Business/Trade/Commerce Bachelor's degrees 21 68 52 Master's degrees 5 20 15 26 88 67

521301 Management Science Bachelor's degreesYes 24 0 0 Master's degreesYes 9 0 0 Doctor's degreesYes 0 0 0 33 0 0

Supply apportioned by number of career paths Page 44 of 220 Career Path: 4.1 General Management

540101 History, General Associate's degrees 0 0 0 Bachelor's degrees 196 318 273 Master's degrees 15 19 17 Doctor's degrees 4 14 12 215 351 302

540102 American History (United States) Bachelor's degrees 0 0 0 00 0

540103 European History Bachelor's degrees 0 0 0 00 0

540105 Public/Applied History Postbaccalaureate certificates 0 1 1 Doctor's degrees 0 4 3 05 4

540199 History, Other Bachelor's degrees 4 10 6 Master's degrees 1 8 6 51812

4.1 TOTAL SUPPLY 2,983 4,759 4,203 DEMAND SOC Occupation Average Annual Openings, 2012-25 111011 Chief Executives 585 Bachelor's degree 111021 General and Operations Managers 945 Associate's degree 119199 Managers, All Other 405 High school diploma or equivalent

4.1 TOTAL DEMAND 1,935

SUPPLY: 4,203 DEMAND: 1,935 Demand minus Supply: -2,268 Supply to Demand Ratio: 2.17

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 4,160 DEMAND: 1,530 Demand minus Supply: -2,630 Supply to Demand Ratio: 2.72

Supply apportioned by number of career paths Page 45 of 220 Career Path: 4.2 Business Information Management SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 110101 Computer and Information Sciences, General Awards of less than 1 academic yearYes 2 6 4 Awards of at least 1 but less than 2 academic yearsYes 7 20 16 Associate's degreesYes 13 16 16 Awards of at least 2 but less than 4 academic yearsYes 1 3 2 Bachelor's degreesYes 29 19 27 Master's degreesYes 4 1 3 Doctor's degreesYes 0 0 0 56 65 68

110103 Information Technology Awards of less than 1 academic yearYes 1 10 8 Awards of at least 1 but less than 2 academic yearsYes 3 6 4 Associate's degreesYes 21 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 4 3 Bachelor's degreesYes 5 28 22 Postbaccalaureate certificatesYes 0 6 5 30 54 42

110401 Information Science/Studies Awards of less than 1 academic yearYes 0 0 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 1 Bachelor's degreesYes 1 10 8 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 0 3 2 51312

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

111001 Network and System Administration/Administrator Associate's degreesYes 6 38 29 Bachelor's degreesYes 5 50 38 11 88 67

111003 Computer and Information Systems Security/Information Assurance Awards of less than 1 academic yearYes 0 2 1 Awards of at least 1 but less than 2 academic yearsYes 1 7 6 Associate's degreesYes 4 0 0 Bachelor's degreesYes 15 59 37 Postbaccalaureate certificatesYes 0 4 3 20 72 47

Supply apportioned by number of career paths Page 46 of 220 Career Path: 4.2 Business Information Management

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

521201 Management Information Systems, General Awards of less than 1 academic year 6 7 7 Awards of at least 1 but less than 2 academic years 3 15 13 Associate's degrees 93 0 0 Awards of at least 2 but less than 4 academic years 1 0 0 Bachelor's degrees 110 0 41 Master's degrees 2 0 0 215 22 61

521206 Information Resources Management Bachelor's degrees 0 1 0 01 0

521207 Knowledge Management Postbaccalaureate certificates 1 15 12 11512

4.2 TOTAL SUPPLY 385 375 357 DEMAND SOC Occupation Average Annual Openings, 2012-25 113021 Computer and Information Systems Managers 155 Bachelor's degree

4.2 TOTAL DEMAND 155

SUPPLY: 357 DEMAND: 155 Demand minus Supply: -202 Supply to Demand Ratio: 2.30

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 293 DEMAND: 155 Demand minus Supply: -138 Supply to Demand Ratio: 1.89

Supply apportioned by number of career paths Page 47 of 220 Career Path: 4.3 Human Resources Management SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 521001 Human Resources Management/Personnel Administration, General Awards of less than 1 academic year 0 1 1 Associate's degrees 1 11 9 Bachelor's degrees 16 90 68 Postbaccalaureate certificates 0 1 1 Master's degrees 12 0 0 Doctor's degrees 1 0 0 30 103 79

521003 Organizational Behavior Studies Bachelor's degrees 20 262 210 Master's degrees 9 29 18 29 291 228

521005 Human Resources Development Master's degrees 3 17 11 Doctor's degrees 0 0 0 31711

521099 Human Resources Management and Services, Other Associate's degrees 0 1 0 Bachelor's degrees 3 0 0 31 0

4.3 TOTAL SUPPLY 65 412 318 DEMAND SOC Occupation Average Annual Openings, 2012-25 113111 Compensation and Benefits Managers 20 Bachelor's degree 113121 Human Resources Managers 70 Bachelor's degree 113131 Training and Development Managers 35 Bachelor's degree 131071 Human Resources Specialists 0 Bachelor's degree 131078 Human Resources, Training & Labor Rel Spec, Other 255 Bachelor's degree 131141 Compensation, Benefits, and Job Analysis Specialists 35 Bachelor's degree 131151 Training and Development Specialists 210 Bachelor's degree 434161 Human Resources Assistants, Exc Payroll & Timekpin 125 High school diploma or equivalent

4.3 TOTAL DEMAND 750

SUPPLY: 318 DEMAND: 750 Demand minus Supply: 432 Supply to Demand Ratio: 0.42

Supply apportioned by number of career paths Page 48 of 220 Career Path: 4.3 Human Resources Management

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 317 DEMAND: 625 Demand minus Supply: 308 Supply to Demand Ratio: 0.51

Supply apportioned by number of career paths Page 49 of 220 Career Path: 4.4 Operations Management SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 143501 Industrial Engineering Bachelor's degreesYes 12 7 8 Master's degreesYes 7 0 0 Doctor's degreesYes 1 3 2 20 10 10

151501 Engineering/Industrial Management Bachelor's degreesYes 14 63 41 Postbaccalaureate certificatesYes 1 8 7 Master's degreesYes 4 21 15 19 92 63

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

520203 Logistics, Materials, and Supply Chain Management Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 2 23 17 Associate's degrees 0 1 1 Bachelor's degrees 56 180 143 59 204 161

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

520213 Organizational Leadership Bachelor's degrees 0 4 3 Master's degrees 12 214 152 12 218 155

Supply apportioned by number of career paths Page 50 of 220 Career Path: 4.4 Operations Management

520799 Entrepreneurial and Small Business Operations, Other Bachelor's degrees 12 52 32 12 52 32

521301 Management Science Bachelor's degreesYes 24 0 0 Master's degreesYes 9 0 0 Doctor's degreesYes 0 0 0 33 0 0

4.4 TOTAL SUPPLY 780 1,581 1,308 DEMAND SOC Occupation Average Annual Openings, 2012-25 113011 Administrative Services Managers 245 High school diploma or equivalent 113051 Industrial Production Managers 95 Bachelor's degree 113061 Purchasing Managers 65 Bachelor's degree 131111 Management Analysts 305 Bachelor's degree 131121 Meeting, Convention, and Event Planners 65 Bachelor's degree 131199 Business Operations Specialists, All Other 540 High school diploma or equivalent 152031 Operations Research Analysts 40 Bachelor's degree

4.4 TOTAL DEMAND 1,355

SUPPLY: 1,308 DEMAND: 1,355 Demand minus Supply: 47 Supply to Demand Ratio: 0.97

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,271 DEMAND: 570 Demand minus Supply: -701 Supply to Demand Ratio: 2.23

Supply apportioned by number of career paths Page 51 of 220 Career Path: 4.5 Administrative Support SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010106 Agricultural Business Technology Associate's degrees 0 0 0 00 0

100305 Graphic and Printing Equipment Operator, General Production Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 10 8 9 10 8 9

110301 Data Processing and Data Processing Technology/Technician Awards of less than 1 academic yearYes 0 2 1 Awards of at least 1 but less than 2 academic yearsYes 5 0 3 Associate's degreesYes 0 1 1 53 5

110601 Data Entry/Microcomputer Applications, General Awards of less than 1 academic year 4 18 11 41811

110699 Data Entry/Microcomputer Applications, Other Awards of less than 1 academic year 0 1 0 Awards of at least 1 but less than 2 academic years 1 0 0 11 0

510705 Medical Office Management/Administration Awards of less than 1 academic year 143 160 172 Awards of at least 1 but less than 2 academic years 18 185 138 Associate's degrees 7 24 18 168 369 328

520204 Office Management and Supervision Awards of less than 1 academic year 16 0 0 Associate's degrees 8 0 0 Bachelor's degrees 46 0 0 70 0 0

520208 E-Commerce/Electronic Commerce Awards of less than 1 academic year 0 0 0 Associate's degrees 1 0 0 Bachelor's degrees 3 14 10 Master's degrees 0 0 0 41410

520302 Accounting Technology/Technician and Bookkeeping Awards of less than 1 academic year 3 14 10 Awards of at least 1 but less than 2 academic years 7 6 7 Associate's degrees 22 0 2 Bachelor's degrees 0 3 2 32 23 21

Supply apportioned by number of career paths Page 52 of 220 Career Path: 4.5 Administrative Support

520401 Administrative Assistant and Secretarial Science, General Awards of less than 1 academic year 21 0 0 Awards of at least 1 but less than 2 academic years 138 85 118 Associate's degrees 153 135 138 Bachelor's degrees 7 0 0 319 220 256

520402 Executive Assistant/Executive Secretary Associate's degrees 1 0 0 10 0

520407 Business/Office Automation/Technology/Data Entry Awards of less than 1 academic year 65 37 68 Awards of at least 1 but less than 2 academic years 162 0 18 Associate's degrees 6 11 11 Awards of at least 2 but less than 4 academic years 32 696 374 265 744 471

520408 General Office Occupations and Clerical Services Awards of less than 1 academic year 3 0 0 Awards of at least 1 but less than 2 academic years 4 0 3 Associate's degrees 1 8 7 8810

520499 Business Operations Support and Secretarial Services, Other Awards of less than 1 academic year 163 226 232 Awards of at least 1 but less than 2 academic years 500 1,227 1,017 Awards of at least 2 but less than 4 academic years 4 18 11 667 1,471 1,260

520803 Banking and Financial Support Services Bachelor's degrees 2 0 0 Master's degrees 1 6 4 36 4

529999 Business, Management, Marketing, and Related Support Service Awards of less than 1 academic year 27 0 0 Awards of at least 1 but less than 2 academic years 30 17 28 Associate's degrees 20 0 0 Awards of at least 2 but less than 4 academic years 2 0 0 Bachelor's degrees 8 0 5 Master's degrees 0 2 1 87 19 34

4.5 TOTAL SUPPLY 1,644 2,904 2,419 DEMAND SOC Occupation Average Annual Openings, 2012-25 431011 First-Line Supervisors of Office and Administrative Support Workers 1,410 High school diploma or equivalent 433031 Bookkeeping, Accounting, and Auditing Clerks 845 High school diploma or equivalent 433051 Payroll and Timekeeping Clerks 160 High school diploma or equivalent

Supply apportioned by number of career paths Page 53 of 220 Career Path: 4.5 Administrative Support

433061 Procurement Clerks 55 High school diploma or equivalent 434051 Customer Service Representatives 2,220 High school diploma or equivalent 434141 New Accounts Clerks 40 High school diploma or equivalent 434171 Receptionists and Information Clerks 1,025 High school diploma or equivalent 434199 Information & Record Clerks, All Other 85 High school diploma or equivalent 436011 Executive Secretaries and Executive Administrative Assistants 520 High school diploma or equivalent 436014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive 845 High school diploma or equivalent 439011 Computer Operators 25 High school diploma or equivalent 439021 Data Entry Keyers 80 High school diploma or equivalent 439022 Word Processors and Typists 5 High school diploma or equivalent 439061 Office Clerks, General 2,340 High school diploma or equivalent 439799 Office & Admin Support Workers, All Other 195 High school diploma or equivalent 533031 Driver/Sales Workers 400 High school diploma or equivalent

4.5 TOTAL DEMAND 10,250

SUPPLY: 2,419 DEMAND: 10,250 Demand minus Supply: 7,831 Supply to Demand Ratio: 0.24

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 584

Demand minus Supply: -584 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 54 of 220 Career Path: 5.1 Administration and Administrative Support SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 130401 Educational Leadership and Administration, General Postbaccalaureate certificates 1 5 4 Master's degrees 712 638 603 Post-master's certificates 321 905 685 Doctor's degrees 83 181 158 1,117 1,729 1,450

130404 Educational, Instructional, and Curriculum Supervision Master's degrees 4 26 19 Post-master's certificates 1 0 0 Doctor's degrees 0 0 0 52619

130406 Higher Education/Higher Education Administration Master's degrees 19 55 46 Doctor's degrees 17 61 47 36 116 93

130407 Community College Education Postbaccalaureate certificates 2 12 8 2128

130408 Elementary and Middle School Administration/Principalship Master's degrees 8 20 15 82015

130410 Urban Education and Leadership Master's degrees 3 46 36 34636

130499 Educational Administration and Supervision, Other Master's degrees 98 3 31 Post-master's certificates 529 0 0 Doctor's degrees 8 91 70 635 94 101

139999 Education, Other Bachelor's degrees 83 34 65 Master's degrees 12 0 0 Doctor's degrees 12 0 0 107 34 65

5.1 TOTAL SUPPLY 1,913 2,077 1,787 DEMAND SOC Occupation Average Annual Openings, 2012-25 119031 Education Administrators, Preschool and Childcare Center/Program 60 Bachelor's degree 119032 Education Administrators, Elementary and Secondary School 200 Master's degree 119033 Education Administrators, Postsecondary 95 Master's degree

Supply apportioned by number of career paths Page 55 of 220 Career Path: 5.1 Administration and Administrative Support

119039 Education Administrators, All Other 30 Bachelor's degree

5.1 TOTAL DEMAND 385

SUPPLY: 1,787 DEMAND: 385 Demand minus Supply: -1,402 Supply to Demand Ratio: 4.64

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,787 DEMAND: 385 Demand minus Supply: -1,402 Supply to Demand Ratio: 4.64

Supply apportioned by number of career paths Page 56 of 220 Career Path: 5.2 Professional Support Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 130301 Curriculum and Instruction Master's degrees 648 795 724 Post-master's certificates 214 1,605 1,233 Doctor's degrees 28 26 25 890 2,426 1,982

130501 Educational/Instructional Technology Postbaccalaureate certificatesYes 3 7 6 Master's degreesYes 16 23 15 Post-master's certificatesYes 6 0 5 25 30 26

130601 Educational Evaluation and Research Master's degreesYes 0 0 0 00 0

130603 Educational Statistics and Research Methods Postbaccalaureate certificatesYes 0 6 4 06 4

131003 Education/Teaching of Individuals with Hearing Impairments Including Deafness Master's degrees 1 8 5 18 5

131101 Counselor Education/School Counseling and Guidance Services Postbaccalaureate certificates 3 0 4 Master's degrees 209 202 183 Post-master's certificates 16 11 15 Doctor's degrees 2 1 0 230 214 202

131102 College Student Counseling and Personnel Services Master's degrees 13 8 9 Doctor's degrees 1 14 11 14 22 20

160101 Foreign Languages and Literatures, General Bachelor's degrees 61 139 116 Doctor's degrees 2 2 3 63 141 119

160102 Linguistics Bachelor's degrees 0 2 2 Postbaccalaureate certificates 0 0 0 02 2

160402 Russian Language and Literature Bachelor's degrees 4 9 8 49 8

Supply apportioned by number of career paths Page 57 of 220 Career Path: 5.2 Professional Support Services

160501 German Language and Literature Bachelor's degrees 13 16 15 Master's degrees 3 6 5 Doctor's degrees 0 0 0 16 22 20

160900 Romance Languages, Literatures, and Linguistics, General Bachelor's degrees 0 4 3 Master's degrees 2 8 5 Doctor's degrees 0 2 1 2149

160901 French Language and Literature Bachelor's degrees 30 46 40 Master's degrees 3 2 2 Doctor's degrees 0 0 1 33 48 43

160902 Italian Language and Literature Bachelor's degrees 2 10 8 2108

160904 Portuguese Language and Literature Master's degrees 0 2 1 02 1

160905 Spanish Language and Literature Bachelor's degrees 94 117 117 Master's degrees 4 2 2 Doctor's degrees 2 6 6 100 125 125

160999 Romance Languages, Literatures, and Linguistics, Other Master's degrees 2 0 2 20 2

161103 Ancient Near Eastern and Biblical Languages, Literatures, and Linguistics Bachelor's degrees 2 2 0 22 0

161200 Classics and Classical Languages, Literatures, and Linguistics, General Bachelor's degrees 13 25 19 Master's degrees 1 4 3 14 29 22

161202 Ancient/Classical Greek Language and Literature Bachelor's degrees 0 0 0 00 0

161203 Latin Language and Literature Bachelor's degrees 1 1 2 Master's degrees 0 0 0 11 2

Supply apportioned by number of career paths Page 58 of 220 Career Path: 5.2 Professional Support Services

161299 Classics and Classical Languages, Literatures, and Linguistics, Other Bachelor's degrees 0 2 2 02 2

161601 American Sign Language (ASL) Bachelor's degrees 3 14 10 31410

161603 Sign Language Interpretation and Translation Associate's degrees 11 0 5 Bachelor's degrees 8 11 10 19 11 15

169999 Foreign Languages, Literatures, and Linguistics, Other Doctor's degrees 0 0 0 00 0

250101 Library and Information Science Master's degrees 28 36 33 28 36 33

250301 Library and Archives Assisting Awards of less than 1 academic year 1 4 2 14 2

301401 Museology/Museum Studies Bachelor's degrees 1 1 1 Postbaccalaureate certificates 2 11 8 3129

500703 Art History, Criticism and Conservation Bachelor's degrees 22 64 52 Master's degrees 4 2 1 26 66 53

540105 Public/Applied History Postbaccalaureate certificates 0 1 1 Doctor's degrees 0 4 3 05 4

5.2 TOTAL SUPPLY 1,479 3,261 2,728 DEMAND SOC Occupation Average Annual Openings, 2012-25 211012 Educational, Guidance, School, and Vocational Counselors 170 Master's degree 254011 Archivists 5 Bachelor's degree 254012 Curators 10 Master's degree 254013 Museum Technicians and Conservators 5 Bachelor's degree 254021 Librarians 100 Master's degree 254031 Library Technicians 85 Postsecondary non-degree award

Supply apportioned by number of career paths Page 59 of 220 Career Path: 5.2 Professional Support Services

259011 Audio-Visual and Multimedia Collections Specialists 0 Bachelor's degree 259031 Instructional Coordinators 75 Master's degree 273091 Interpreters and Translators 60 Bachelor's degree

5.2 TOTAL DEMAND 510

SUPPLY: 2,728 DEMAND: 510 Demand minus Supply: -2,218 Supply to Demand Ratio: 5.35

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 2,726 DEMAND: 510 Demand minus Supply: -2,216 Supply to Demand Ratio: 5.35

Supply apportioned by number of career paths Page 60 of 220 Career Path: 5.3 Teaching/Training SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010000 Agriculture, General Associate's degrees 1 0 0 Bachelor's degrees 35 39 35 Master's degrees 1 2 1 Doctor's degrees 1 2 1 38 43 37

010101 Agricultural Business and Management, General Bachelor's degrees 1 2 2 Master's degrees 2 8 6 3108

010102 Agribusiness/Agricultural Business Operations Bachelor's degrees 13 18 17 13 18 17

010103 Agricultural Economics Master's degrees 4 2 2 42 2

010199 Agricultural Business and Management, Other Bachelor's degrees 6 2 3 62 3

010507 Equestrian/Equine Studies Associate's degrees 0 2 2 02 2

010601 Applied Horticulture/Horticulture Operations, General Awards of less than 1 academic year 0 0 0 Associate's degrees 1 2 1 12 1

010603 Ornamental Horticulture Associate's degrees 3 0 0 Bachelor's degrees 7 27 13 Master's degrees 0 0 0 10 27 13

010605 Landscaping and Groundskeeping Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 1 7 5 27 5

010607 Turf and Turfgrass Management Awards of less than 1 academic year 0 0 0 00 0

010801 Agricultural and Extension Education Services Master's degrees 0 3 3 03 3

Supply apportioned by number of career paths Page 61 of 220 Career Path: 5.3 Teaching/Training

010901 Animal Sciences, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 22 28 25 Master's degreesYes 1 0 0 Doctor's degreesYes 1 2 2 24 30 27

011001 Food Science Bachelor's degreesYes 5 10 9 Master's degreesYes 3 6 5 Doctor's degreesYes 1 0 0 91614

011101 Plant Sciences, General Bachelor's degreesYes 14 26 23 Master's degreesYes 2 0 0 Doctor's degreesYes 0 0 0 16 26 23

011105 Plant Protection and Integrated Pest Management Master's degreesYes 1 0 0 10 0

030101 Natural Resources/Conservation, General Bachelor's degreesYes 3 8 8 Doctor's degreesYes 1 2 1 4109

030103 Environmental Studies Bachelor's degreesYes 11 0 0 Master's degreesYes 3 0 0 Doctor's degreesYes 1 4 3 15 4 3

030104 Environmental Science Bachelor's degreesYes 5 38 29 Master's degreesYes 1 8 7 64636

030201 Natural Resources Management and Policy Bachelor's degrees 9 12 12 91212

030299 Natural Resources Management and Policy, Other Postbaccalaureate certificates 1 15 12 Master's degrees 2 31 24 34636

030501 Forestry, General Associate's degrees 0 0 0 Bachelor's degrees 5 1 2 Master's degrees 2 3 3 74 5

Supply apportioned by number of career paths Page 62 of 220 Career Path: 5.3 Teaching/Training

030502 Forest Sciences and Biology Bachelor's degreesYes 1 0 0 10 0

030599 Forestry, Other Bachelor's degrees 1 0 0 10 0

030601 Wildlife, Fish and Wildlands Science and Management Bachelor's degreesYes 12 10 10 Master's degreesYes 2 4 4 14 14 14

040201 Architecture Associate's degrees 0 0 0 Bachelor's degrees 18 22 21 Master's degrees 4 13 11 22 35 32

040301 City/Urban, Community and Regional Planning Postbaccalaureate certificates 0 0 0 Master's degrees 6 1 3 61 3

040401 Environmental Design/Architecture Bachelor's degrees 2 8 5 28 5

050102 American/United States Studies/Civilization Bachelor's degrees 15 25 27 15 25 27

050103 Asian Studies/Civilization Bachelor's degrees 3 17 13 31713

050104 East Asian Studies Bachelor's degrees 6 8 6 68 6

050106 European Studies/Civilization Bachelor's degrees 8 30 25 83025

050107 Latin American Studies Bachelor's degrees 8 21 18 Master's degrees 5 5 5 13 26 23

050110 Russian Studies Bachelor's degrees 2 1 1 21 1

050114 Western European Studies Bachelor's degrees 1 1 0 11 0

Supply apportioned by number of career paths Page 63 of 220 Career Path: 5.3 Teaching/Training

050122 Regional Studies (US., Canadian, Foreign) Bachelor's degrees 1 0 0 10 0

050199 Area Studies, Other Bachelor's degrees 2 0 0 20 0

050201 African-American/Black Studies Bachelor's degrees 10 35 27 Postbaccalaureate certificates 2 15 12 12 50 39

050207 Women's Studies Bachelor's degrees 8 42 35 Postbaccalaureate certificates 2 16 11 Master's degrees 1 8 5 11 66 51

050299 Ethnic, Cultural Minority, Gender, and Group Studies, Other Bachelor's degrees 24 371 271 24 371 271

090100 Communication, General Bachelor's degrees 4 54 41 Master's degrees 0 3 3 45744

090101 Speech Communication and Rhetoric Associate's degrees 0 0 0 Bachelor's degrees 63 135 107 Master's degrees 6 0 0 Doctor's degrees 1 0 0 70 135 107

090102 Mass Communication/Media Studies Associate's degrees 0 0 0 Bachelor's degrees 235 253 229 Master's degrees 19 53 40 Doctor's degrees 3 18 13 257 324 282

090401 Journalism Bachelor's degrees 108 237 237 Master's degrees 8 5 7 116 242 244

090402 Broadcast Journalism Bachelor's degrees 9 0 0 90 0

090499 Journalism, Other Associate's degrees 0 0 0 Bachelor's degrees 20 0 0 20 0 0

Supply apportioned by number of career paths Page 64 of 220 Career Path: 5.3 Teaching/Training

090701 Radio and Television Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 0 0 0 Bachelor's degrees 17 0 0 17 0 0

090702 Digital Communication and Media/Multimedia Awards of at least 1 but less than 2 academic yearsYes 0 2 1 Bachelor's degreesYes 5 22 14 52415

090900 Public Relations, Advertising, and Applied Communication Bachelor's degrees 0 2 1 02 1

090902 Public Relations/Image Management Bachelor's degrees 25 68 50 25 68 50

090903 Advertising Bachelor's degrees 48 8 26 48 8 26

090907 International and Intercultural Communication Bachelor's degrees 0 2 1 Master's degrees 1 9 7 1118

090908 Technical and Scientific Communication Bachelor's degrees 1 8 6 18 6

099999 Communication, Journalism, and Related Programs, Other Associate's degrees 0 0 0 Bachelor's degrees 11 30 24 11 30 24

110101 Computer and Information Sciences, General Awards of less than 1 academic yearYes 2 6 4 Awards of at least 1 but less than 2 academic yearsYes 7 20 16 Associate's degreesYes 13 16 16 Awards of at least 2 but less than 4 academic yearsYes 1 3 2 Bachelor's degreesYes 29 19 27 Master's degreesYes 4 1 3 Doctor's degreesYes 0 0 0 56 65 68

110201 Computer Programming/Programmer, General Awards of less than 1 academic yearYes 0 1 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 0 Bachelor's degreesYes 0 1 1 Master's degreesYes 0 1 1 43 3

Supply apportioned by number of career paths Page 65 of 220 Career Path: 5.3 Teaching/Training

110401 Information Science/Studies Awards of less than 1 academic yearYes 0 0 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 1 Bachelor's degreesYes 1 10 8 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 0 3 2 51312

110501 Computer Systems Analysis/Analyst Awards of less than 1 academic yearYes 5 0 0 Awards of at least 1 but less than 2 academic yearsYes 8 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 0 0 Bachelor's degreesYes 0 1 0 13 1 0

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

130101 Education, General Associate's degrees 87 1,096 738 Bachelor's degrees 53 0 0 Postbaccalaureate certificates 0 0 0 Master's degrees 601 293 460 Post-master's certificates 34 0 3 Doctor's degrees 37 0 15 812 1,389 1,216

130201 Bilingual and Multilingual Education Master's degrees 7 59 47 75947

130701 International and Comparative Education Master's degrees 5 40 29 54029

131001 Special Education and Teaching, General Bachelor's degrees 191 172 178 Master's degrees 124 228 175 Doctor's degrees 5 21 15 320 421 368

131003 Education/Teaching of Individuals with Hearing Impairments Including Deafness Master's degrees 1 8 5 18 5

131011 Education/Teaching of Individuals with Specific Learning Disabilities Bachelor's degrees 1 1 2 11 2

Supply apportioned by number of career paths Page 66 of 220 Career Path: 5.3 Teaching/Training

131012 Education/Teaching of Individuals with Speech or Language Impairments Bachelor's degrees 0 1 1 01 1

131015 Education/Teaching of Individuals in Early Childhood Special Education Programs Bachelor's degrees 0 0 0 00 0

131099 Special Education and Teaching, Other Bachelor's degrees 10 18 18 Master's degrees 2 3 5 12 21 23

131201 Adult and Continuing Education and Teaching Master's degrees 22 69 44 22 69 44

131202 Elementary Education and Teaching Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 372 546 455 Postbaccalaureate certificates 28 79 38 Master's degrees 180 155 118 Doctor's degrees 0 0 0 587 804 631

131203 Junior High/Intermediate/Middle School Education and Teaching Bachelor's degrees 19 89 68 Postbaccalaureate certificates 1 6 4 20 95 72

131205 Secondary Education and Teaching Associate's degrees 2 0 0 Bachelor's degrees 73 170 142 Postbaccalaureate certificates 0 5 4 Master's degrees 155 471 370 230 646 516

131206 Teacher Education, Multiple Levels Awards of at least 2 but less than 4 academic years 1 7 5 Bachelor's degrees 211 1,128 880 Postbaccalaureate certificates 4 0 0 Master's degrees 123 449 357 339 1,584 1,242

131209 Kindergarten/Preschool Education and Teaching Bachelor's degrees 29 170 101 Master's degrees 3 0 0 32 170 101

Supply apportioned by number of career paths Page 67 of 220 Career Path: 5.3 Teaching/Training

131210 Early Childhood Education and Teaching Awards of less than 1 academic year 1 7 5 Awards of at least 1 but less than 2 academic years 2 15 10 Associate's degrees 1 3 2 Bachelor's degrees 88 379 271 Master's degrees 10 11 4 Doctor's degrees 0 0 0 102 415 292

131299 Teacher Education and Professional Development, Specific Lev Bachelor's degrees 24 0 12 Postbaccalaureate certificates 2 4 4 Master's degrees 45 199 160 Post-master's certificates 8 14 5 Doctor's degrees 2 13 10 81 230 191

131301 Agricultural Teacher Education Bachelor's degrees 10 6 5 Master's degrees 7 0 0 17 6 5

131302 Art Teacher Education Bachelor's degrees 22 37 29 Master's degrees 4 46 36 26 83 65

131303 Business Teacher Education Bachelor's degrees 21 0 0 Postbaccalaureate certificates 1 4 3 Master's degrees 16 42 37 38 46 40

131304 Driver and Safety Teacher Education Master's degrees 3 4 7 Post-master's certificates 0 0 0 34 7

131305 English/Language Arts Teacher Education Bachelor's degrees 38 23 21 Postbaccalaureate certificates 2 11 8 Master's degrees 2 2 2 Doctor's degrees 0 0 0 42 36 31

131306 Foreign Language Teacher Education Bachelor's degrees 0 0 0 Master's degrees 7 3 3 73 3

Supply apportioned by number of career paths Page 68 of 220 Career Path: 5.3 Teaching/Training

131307 Health Teacher Education Bachelor's degrees 49 126 98 Master's degrees 2 0 0 Doctor's degrees 0 0 0 51 126 98

131308 Family and Consumer Sciences/Home Economics Teacher Education Bachelor's degrees 2 0 0 Master's degrees 2 0 0 40 0

131309 Technology Teacher Education/Industrial Arts Teacher Education Associate's degrees 9 45 36 Bachelor's degrees 4 0 0 Master's degrees 1 0 0 14 45 36

131310 Sales and Marketing Operations/Marketing and Distribution Teacher Education Bachelor's degrees 0 0 0 00 0

131311 Mathematics Teacher Education Bachelor's degrees 20 27 23 Postbaccalaureate certificates 0 0 0 Master's degrees 7 22 18 27 49 41

131312 Music Teacher Education Associate's degrees 0 0 0 Bachelor's degrees 54 94 85 Master's degrees 10 33 25 64 127 110

131314 Physical Education Teaching and Coaching Bachelor's degrees 40 38 38 40 38 38

131315 Reading Teacher Education Postbaccalaureate certificates 1 4 3 Master's degrees 43 73 58 Doctor's degrees 0 0 0 44 77 61

131316 Science Teacher Education/General Science Teacher Education Bachelor's degrees 5 4 4 Master's degrees 1 0 0 64 4

131318 Social Studies Teacher Education Bachelor's degrees 17 0 2 Master's degrees 0 0 0 17 0 2

Supply apportioned by number of career paths Page 69 of 220 Career Path: 5.3 Teaching/Training

131319 Technical Teacher Education Bachelor's degrees 23 0 0 Master's degrees 15 0 0 38 0 0

131320 Trade and Industrial Teacher Education Awards of less than 1 academic year 0 0 0 00 0

131321 Computer Teacher Education Master's degrees 1 8 7 18 7

131322 Biology Teacher Education Bachelor's degrees 8 11 10 Postbaccalaureate certificates 1 7 5 Master's degrees 1 0 0 10 18 15

131323 Chemistry Teacher Education Bachelor's degrees 0 0 0 Postbaccalaureate certificates 0 1 0 01 0

131324 Drama and Dance Teacher Education Bachelor's degrees 0 1 0 01 0

131325 French Language Teacher Education Bachelor's degrees 1 2 2 12 2

131326 German Language Teacher Education Bachelor's degrees 0 0 0 00 0

131327 Health Occupations Teacher Education Master's degrees 1 0 0 10 0

131328 History Teacher Education Bachelor's degrees 34 90 71 Postbaccalaureate certificates 1 6 4 35 96 75

131329 Physics Teacher Education Bachelor's degrees 0 2 1 02 1

131330 Spanish Language Teacher Education Bachelor's degrees 4 6 5 46 5

131331 Speech Teacher Education Bachelor's degrees 0 2 1 02 1

Supply apportioned by number of career paths Page 70 of 220 Career Path: 5.3 Teaching/Training

131332 Geography Teacher Education Bachelor's degrees 1 0 0 10 0

131335 Psychology Teacher Education Bachelor's degrees 1 0 0 10 0

131399 Teacher Education and Professional Development, Specific Sub Bachelor's degrees 6 0 0 Master's degrees 5 0 0 11 0 0

131401 Teaching English as a Second or Foreign Language/ESL Language Instructor Bachelor's degrees 6 18 14 Postbaccalaureate certificates 7 67 50 Master's degrees 36 204 147 49 289 211

140101 Engineering, General Associate's degreesYes 2 17 15 Bachelor's degreesYes 40 0 4 Master's degreesYes 9 12 11 Doctor's degreesYes 6 10 7 57 39 37

140201 Aerospace, Aeronautical and Astronautical/Space Engineering Bachelor's degreesYes 9 24 20 Master's degreesYes 3 6 5 Doctor's degreesYes 1 2 1 13 32 26

140301 Agricultural Engineering Bachelor's degreesYes 2 4 4 Master's degreesYes 1 2 1 Doctor's degreesYes 0 0 0 36 5

140401 Architectural Engineering Bachelor's degreesYes 5 1 3 Postbaccalaureate certificatesYes 0 0 0 51 3

140501 Bioengineering and Biomedical Engineering Bachelor's degreesYes 23 28 23 Master's degreesYes 9 14 13 Doctor's degreesYes 3 4 4 35 46 40

140701 Chemical Engineering Bachelor's degreesYes 40 93 79 Master's degreesYes 7 0 0 Doctor's degreesYes 4 9 7 51 102 86

Supply apportioned by number of career paths Page 71 of 220 Career Path: 5.3 Teaching/Training

140801 Civil Engineering, General Bachelor's degreesYes 59 117 99 Master's degreesYes 19 25 21 Doctor's degreesYes 3 9 7 81 151 127

140901 Computer Engineering, General Bachelor's degreesYes 15 0 6 Master's degreesYes 2 8 6 Doctor's degreesYes 0 2 1 17 10 13

141001 Electrical and Electronics Engineering Bachelor's degreesYes 90 49 70 Master's degreesYes 39 13 23 Doctor's degreesYes 8 14 11 137 76 104

141099 Electrical, Electronics and Communications Engineering, Other Awards of less than 1 academic yearYes 0 7 5 07 5

141101 Engineering Mechanics Bachelor's degreesYes 2 0 0 20 0

141201 Engineering Physics/Applied Physics Bachelor's degreesYes 1 0 0 10 0

141301 Engineering Science Bachelor's degreesYes 25 53 35 Master's degreesYes 4 4 3 Doctor's degreesYes 1 0 0 30 57 38

141401 Environmental/Environmental Health Engineering Master's degreesYes 5 7 6 Doctor's degreesYes 1 0 0 67 6

141801 Materials Engineering Bachelor's degreesYes 2 4 4 Master's degreesYes 2 4 3 Doctor's degreesYes 3 5 4 71311

141901 Mechanical Engineering Bachelor's degreesYes 85 187 156 Postbaccalaureate certificatesYes 0 2 2 Master's degreesYes 16 3 8 Doctor's degreesYes 3 2 1 104 194 167

Supply apportioned by number of career paths Page 72 of 220 Career Path: 5.3 Teaching/Training

142001 Metallurgical Engineering Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

142301 Nuclear Engineering Bachelor's degreesYes 10 38 27 Postbaccalaureate certificatesYes 1 6 4 Master's degreesYes 6 14 11 Doctor's degreesYes 2 5 5 19 63 47

142701 Systems Engineering Doctor's degreesYes 1 3 2 13 2

143201 Polymer/Plastics Engineering Master's degreesYes 1 0 0 Doctor's degreesYes 1 0 0 20 0

143501 Industrial Engineering Bachelor's degreesYes 12 7 8 Master's degreesYes 7 0 0 Doctor's degreesYes 1 3 2 20 10 10

144201 Mechatronics, Robotics, and Automation Engineering Awards of less than 1 academic yearYes 0 2 1 Awards of at least 2 but less than 4 academic yearsYes 0 2 1 04 2

149999 Engineering, Other Associate's degreesYes 0 0 0 Bachelor's degreesYes 0 0 0 Master's degreesYes 10 11 15 10 11 15

160101 Foreign Languages and Literatures, General Bachelor's degrees 61 139 116 Doctor's degrees 2 2 3 63 141 119

160102 Linguistics Bachelor's degrees 0 2 2 Postbaccalaureate certificates 0 0 0 02 2

160104 Comparative Literature Bachelor's degrees 1 0 0 Master's degrees 1 0 0 Doctor's degrees 1 0 0 30 0

Supply apportioned by number of career paths Page 73 of 220 Career Path: 5.3 Teaching/Training

160402 Russian Language and Literature Bachelor's degrees 4 9 8 49 8

160501 German Language and Literature Bachelor's degrees 13 16 15 Master's degrees 3 6 5 Doctor's degrees 0 0 0 16 22 20

160900 Romance Languages, Literatures, and Linguistics, General Bachelor's degrees 0 4 3 Master's degrees 2 8 5 Doctor's degrees 0 2 1 2149

160901 French Language and Literature Bachelor's degrees 30 46 40 Master's degrees 3 2 2 Doctor's degrees 0 0 1 33 48 43

160902 Italian Language and Literature Bachelor's degrees 2 10 8 2108

160904 Portuguese Language and Literature Master's degrees 0 2 1 02 1

160905 Spanish Language and Literature Bachelor's degrees 94 117 117 Master's degrees 4 2 2 Doctor's degrees 2 6 6 100 125 125

160999 Romance Languages, Literatures, and Linguistics, Other Master's degrees 2 0 2 20 2

161103 Ancient Near Eastern and Biblical Languages, Literatures, and Linguistics Bachelor's degrees 2 2 0 22 0

161200 Classics and Classical Languages, Literatures, and Linguistics, General Bachelor's degrees 13 25 19 Master's degrees 1 4 3 14 29 22

161202 Ancient/Classical Greek Language and Literature Bachelor's degrees 0 0 0 00 0

Supply apportioned by number of career paths Page 74 of 220 Career Path: 5.3 Teaching/Training

161203 Latin Language and Literature Bachelor's degrees 1 1 2 Master's degrees 0 0 0 11 2

161299 Classics and Classical Languages, Literatures, and Linguistics, Other Bachelor's degrees 0 2 2 02 2

169999 Foreign Languages, Literatures, and Linguistics, Other Doctor's degrees 0 0 0 00 0

190000 Work and Family Studies Bachelor's degrees 3 0 0 30 0

190101 Family and Consumer Sciences/Human Sciences, General Bachelor's degrees 211 0 25 Master's degrees 13 38 34 Doctor's degrees 11 0 0 235 38 59

190203 Consumer Merchandising/Retailing Management Bachelor's degrees 0 2 1 02 1

190401 Family Resource Management Studies, General Bachelor's degrees 60 110 94 60 110 94

190402 Consumer Economics Bachelor's degrees 68 0 13 Master's degrees 6 0 0 74 0 13

190403 Consumer Services and Advocacy Bachelor's degrees 2 2 0 22 0

190499 Family and Consumer Economics and Related Services, Other Bachelor's degrees 0 0 0 00 0

190505 Foodservice Systems Administration/Management Awards of less than 1 academic year 1 3 2 Bachelor's degrees 0 0 0 13 2

190601 Housing and Human Environments, General Awards of at least 1 but less than 2 academic years 1 19 15 Bachelor's degrees 3 0 0 41915

Supply apportioned by number of career paths Page 75 of 220 Career Path: 5.3 Teaching/Training

190701 Human Development and Family Studies, General Bachelor's degrees 85 116 112 Master's degrees 28 12 16 Doctor's degrees 1 8 6 114 136 134

190704 Family Systems Bachelor's degrees 33 0 0 33 0 0

190706 Child Development Awards of less than 1 academic year 90 300 248 Awards of at least 1 but less than 2 academic years 9 61 43 Associate's degrees 101 221 228 Bachelor's degrees 75 181 150 Master's degrees 5 21 13 280 784 682

190708 Child Care and Support Services Management Awards of less than 1 academic year 14 27 27 Awards of at least 1 but less than 2 academic years 19 28 24 33 55 51

190799 Human Development, Family Studies, and Related Services, Oth Awards of less than 1 academic year 16 0 0 Associate's degrees 1 11 8 17 11 8

190901 Apparel and Textiles, General Associate's degrees 0 0 0 Bachelor's degrees 39 54 43 39 54 43

220000 Legal Studies, General Bachelor's degrees 6 35 29 63529

220101 Law First-professional degrees 239 240 239 239 240 239

230101 English Language and Literature, General Associate's degrees 0 0 0 Bachelor's degrees 852 937 883 Master's degrees 124 172 161 Doctor's degrees 19 51 41 995 1,160 1,085

231301 Writing, General Bachelor's degrees 1 14 11 11411

Supply apportioned by number of career paths Page 76 of 220 Career Path: 5.3 Teaching/Training

231302 Creative Writing Bachelor's degrees 1 2 1 Master's degrees 6 23 17 72518

231303 Professional, Technical, Business, and Scientific Writing Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 4 9 8 49 8

231304 Rhetoric and Composition Bachelor's degrees 2 24 19 22419

239999 English Language and Literature/Letters, Other Bachelor's degrees 0 1 0 01 0

240101 Liberal Arts and Sciences/Liberal Studies Awards of at least 1 but less than 2 academic years 1 0 1 Associate's degrees 3,106 6,399 5,361 Bachelor's degrees 553 1,831 1,392 Master's degrees 34 68 57 3,694 8,298 6,811

240102 General Studies Associate's degrees 126 231 203 Bachelor's degrees 174 322 229 Master's degrees 15 202 149 315 755 581

240103 Humanities/Humanistic Studies Associate's degrees 1 1 2 Bachelor's degrees 18 47 40 19 48 42

240199 Liberal Arts and Sciences, General Studies and Humanities, O Awards of less than 1 academic year 2 1 0 Awards of at least 1 but less than 2 academic years 29 55 47 Associate's degrees 11 48 44 Bachelor's degrees 5 13 10 47 117 101

250101 Library and Information Science Master's degrees 28 36 33 28 36 33

260101 Biology/Biological Sciences, General Associate's degreesYes 0 1 0 Bachelor's degreesYes 325 530 457 Master's degreesYes 19 25 24 Doctor's degreesYes 4 14 11 348 570 492

Supply apportioned by number of career paths Page 77 of 220 Career Path: 5.3 Teaching/Training

260202 Biochemistry Bachelor's degreesYes 10 44 34 Master's degreesYes 1 0 0 Doctor's degreesYes 3 4 4 14 48 38

260203 Biophysics Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 00 0

260204 Molecular Biology Bachelor's degreesYes 8 58 32 Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 85832

260209 Radiation Biology/Radiobiology Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 2 0 0 20 0

260210 Biochemistry and Molecular Biology Bachelor's degreesYes 0 0 0 Master's degreesYes 0 1 1 Doctor's degreesYes 0 1 1 02 2

260301 Botany/Plant Biology Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 Doctor's degreesYes 1 0 0 10 0

260401 Cell/Cellular Biology and Histology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

260403 Anatomy Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

260499 Cell/Cellular Biology and Anatomical Sciences, Other Bachelor's degreesYes 3 0 0 30 0

260502 Microbiology, General Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

Supply apportioned by number of career paths Page 78 of 220 Career Path: 5.3 Teaching/Training

260701 Zoology/Animal Biology Bachelor's degreesYes 1 1 1 Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 11 1

260707 Animal Physiology Master's degreesYes 0 0 0 Doctor's degreesYes 1 0 0 10 0

260799 Zoology/Animal Biology, Other Master's degreesYes 0 0 1 Doctor's degreesYes 1 2 3 12 4

260910 Pathology/Experimental Pathology Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 1 11 1

261001 Pharmacology Master's degreesYes 1 8 6 Doctor's degreesYes 3 3 3 4119

261101 Biometry/Biometrics Master's degreesYes 0 0 0 00 0

261102 Biostatistics Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 1 1 2 11 2

261199 Biomathematics, Bioinformatics, and Computational Biology, Other Bachelor's degreesYes 0 0 0 Master's degreesYes 1 4 3 14 3

261201 Biotechnology Associate's degreesYes 1 4 3 14 3

261301 Ecology Bachelor's degreesYes 0 1 1 Master's degreesYes 1 0 0 Doctor's degreesYes 2 2 2 33 3

261309 Epidemiology Postbaccalaureate certificatesYes 1 2 1 Master's degreesYes 3 5 6 47 7

Supply apportioned by number of career paths Page 79 of 220 Career Path: 5.3 Teaching/Training

261310 Ecology and Evolutionary Biology Bachelor's degreesYes 0 5 4 05 4

261399 Ecology, Evolution, Systematics and Population Biology, Other Bachelor's degreesYes 1 0 0 10 0

261501 Neuroscience Bachelor's degreesYes 16 44 37 Master's degreesYes 0 1 0 Doctor's degreesYes 2 11 8 18 56 45

269999 Biological and Biomedical Sciences, Other Bachelor's degreesYes 3 2 5 Master's degreesYes 4 22 16 Doctor's degreesYes 5 15 13 12 39 34

270101 Mathematics, General Bachelor's degreesYes 85 119 112 Master's degreesYes 20 15 20 Doctor's degreesYes 5 9 8 110 143 140

270301 Applied Mathematics, General Bachelor's degreesYes 2 3 2 23 2

270501 Statistics, General Bachelor's degreesYes 3 0 1 Postbaccalaureate certificatesYes 1 5 4 Master's degreesYes 4 6 6 81111

302301 Intercultural/Multicultural and Diversity Studies Bachelor's degrees 2 1 0 Master's degrees 5 5 0 76 0

303301 Sustainability Studies Bachelor's degreesYes 0 3 3 03 3

310101 Parks, Recreation and Leisure Studies Bachelor's degrees 8 1 3 Master's degrees 2 0 1 10 1 4

Supply apportioned by number of career paths Page 80 of 220 Career Path: 5.3 Teaching/Training

310501 Health and Physical Education/Fitness, General Associate's degrees 0 0 0 Bachelor's degrees 112 218 184 Master's degrees 51 55 53 Doctor's degrees 2 1 1 165 274 238

310504 Sport and Fitness Administration/Management Bachelor's degrees 75 216 171 Master's degrees 11 48 36 86 264 207

380001 Philosophy and Religious Studies, General Master's degrees 3 37 29 Doctor's degrees 8 143 110 11 180 139

380101 Philosophy Bachelor's degrees 122 212 186 Master's degrees 16 9 9 Doctor's degrees 11 0 3 149 221 198

380103 Ethics Bachelor's degrees 4 5 5 45 5

380199 Philosophy, Other Doctor's degrees 1 12 9 1129

380201 Religion/Religious Studies Bachelor's degrees 123 0 26 Master's degrees 31 53 44 Doctor's degrees 13 14 14 167 67 84

380203 Christian Studies Awards of less than 1 academic year 1 0 0 Associate's degrees 2 5 3 Bachelor's degrees 13 43 31 16 48 34

380206 Jewish/Judaic Studies Bachelor's degrees 1 8 6 18 6

380299 Religion/Religious Studies, Other Bachelor's degrees 4 13 9 4139

389999 Philosophy and Religious Studies, Other Associate's degrees 1 0 0 Bachelor's degrees 20 33 31 21 33 31

Supply apportioned by number of career paths Page 81 of 220 Career Path: 5.3 Teaching/Training

390201 Bible/Biblical Studies Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 11 8 10 Bachelor's degrees 105 104 101 Postbaccalaureate certificates 0 4 3 Master's degrees 17 34 29 134 150 143

390301 Missions/Missionary Studies and Missiology Associate's degrees 0 0 0 Bachelor's degrees 9 12 13 Master's degrees 0 2 1 91414

390401 Religious Education Bachelor's degrees 17 0 0 Postbaccalaureate certificates 0 1 1 Master's degrees 7 34 23 Doctor's degrees 0 0 0 First-professional degrees 0 0 0 24 35 24

390501 Religious/Sacred Music Bachelor's degrees 4 18 13 Master's degrees 0 4 2 42215

390601 Theology/Theological Studies Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 0 0 0 Awards of at least 2 but less than 4 academic years 0 0 0 Bachelor's degrees 24 42 40 Postbaccalaureate certificates 1 2 1 Master's degrees 49 60 50 Doctor's degrees 5 0 1 79 104 92

390602 Divinity/Ministry Bachelor's degrees 1 17 13 Master's degrees 21 282 196 Post-master's certificates 0 2 2 First-professional degrees 62 0 0 First-professional certificates 2 2 1 86 303 212

390604 Pre-Theology/Pre-Ministerial Studies Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 0 0 0 Awards of at least 2 but less than 4 academic years 0 0 0 Bachelor's degrees 6 9 4 6105

Supply apportioned by number of career paths Page 82 of 220 Career Path: 5.3 Teaching/Training

390699 Theological and Ministerial Studies, Other Associate's degrees 0 0 0 Bachelor's degrees 5 0 0 Master's degrees 5 17 13 Doctor's degrees 4 10 9 14 27 22

390701 Pastoral Studies/Counseling Associate's degrees 0 0 0 Bachelor's degrees 10 36 22 Master's degrees 0 0 0 10 36 22

400101 Physical Sciences Bachelor's degreesYes 7 0 0 70 0

400501 Chemistry, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 88 130 109 Master's degreesYes 11 20 18 Doctor's degreesYes 10 24 19 109 174 146

400508 Chemical Physics Bachelor's degreesYes 0 0 0 00 0

400599 Chemistry, Other Bachelor's degreesYes 1 5 4 15 4

400601 Geology/Earth Science, General Bachelor's degreesYes 23 59 48 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 5 6 6 Doctor's degreesYes 1 3 2 29 68 56

400603 Geophysics and Seismology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

400801 Physics, General Bachelor's degreesYes 22 48 40 Master's degreesYes 7 14 9 Doctor's degreesYes 6 4 4 35 66 53

400802 Atomic/Molecular Physics Bachelor's degreesYes 0 0 0 00 0

Supply apportioned by number of career paths Page 83 of 220 Career Path: 5.3 Teaching/Training

400899 Physics, Other Bachelor's degreesYes 0 1 1 01 1

401001 Materials Science Master's degreesYes 0 0 0 Doctor's degreesYes 1 5 4 15 4

420101 Psychology, General Associate's degrees 0 0 0 Bachelor's degrees 511 793 710 Master's degrees 43 43 41 Post-master's certificates 0 0 0 Doctor's degrees 17 19 19 571 855 770

422701 Cognitive Psychology and Psycholinguistics Bachelor's degreesYes 2 0 1 20 1

422703 Developmental and Child Psychology Bachelor's degreesYes 15 34 32 15 34 32

422705 Personality Psychology Master's degreesYes 0 1 1 01 1

422706 Physiological Psychology/Psychobiology Bachelor's degreesYes 0 2 2 02 2

422801 Clinical Psychology Bachelor's degrees 0 0 0 Master's degrees 0 2 2 02 2

422802 Community Psychology Master's degrees 1 1 1 Doctor's degrees 0 1 0 12 1

422803 Counseling Psychology Bachelor's degrees 0 1 0 Postbaccalaureate certificates 0 1 1 Master's degrees 37 84 67 Doctor's degrees 3 1 1 40 87 69

422804 Industrial and Organizational Psychology Bachelor's degrees 6 11 9 Doctor's degrees 1 0 0 7119

Supply apportioned by number of career paths Page 84 of 220 Career Path: 5.3 Teaching/Training

422805 School Psychology Master's degrees 5 14 11 Post-master's certificates 0 3 2 51713

422806 Educational Psychology Postbaccalaureate certificates 1 6 5 Master's degrees 15 21 20 Post-master's certificates 0 0 0 Doctor's degrees 4 0 3 20 27 28

422899 Clinical, Counseling and Applied Psychology, Other Master's degrees 3 38 30 Doctor's degrees 0 6 4 34434

429999 Psychology, Other Bachelor's degrees 19 0 2 Master's degrees 9 0 0 28 0 2

430103 Criminal Justice/Law Enforcement Administration Awards of at least 1 but less than 2 academic years 0 1 0 Associate's degrees 25 227 160 Bachelor's degrees 145 539 393 Master's degrees 13 15 17 183 782 570

430104 Criminal Justice/Safety Studies Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 12 54 44 Bachelor's degrees 9 21 15 21 75 59

430106 Forensic Science and Technology Bachelor's degreesYes 0 2 1 Postbaccalaureate certificatesYes 1 6 5 18 6

430107 Criminal Justice/Police Science Awards of less than 1 academic year 57 148 126 Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 28 18 18 85 166 144

430109 Security and Loss Prevention Services Awards of less than 1 academic year 0 0 0 00 0

430199 Corrections and Criminal Justice, Other Associate's degrees 4 16 11 Bachelor's degrees 10 90 72 14 106 83

Supply apportioned by number of career paths Page 85 of 220 Career Path: 5.3 Teaching/Training

440501 Public Policy Analysis, General Bachelor's degrees 3 13 8 Master's degrees 1 0 0 4138

440502 Education Policy Analysis Master's degrees 2 25 19 22519

440701 Social Work Bachelor's degrees 87 168 141 Postbaccalaureate certificates 0 0 0 Master's degrees 56 112 96 Doctor's degrees 1 2 2 144 282 239

450101 Social Sciences, General Associate's degrees 0 0 0 Bachelor's degrees 75 63 68 Master's degrees 0 1 1 75 64 69

450201 Anthropology Bachelor's degrees 47 76 68 Master's degrees 7 2 4 Doctor's degrees 2 0 0 56 78 72

450299 Anthropology, Other Bachelor's degrees 0 1 1 01 1

450301 Archeology Bachelor's degreesYes 1 2 2 12 2

450601 Economics, General Associate's degrees 0 0 0 Bachelor's degrees 124 126 133 Master's degrees 13 15 13 Doctor's degrees 3 3 2 140 144 148

450604 Development Economics and International Development Master's degrees 1 14 11 11411

450605 International Economics Bachelor's degrees 2 4 4 24 4

450699 Economics, Other Bachelor's degrees 1 0 0 10 0

Supply apportioned by number of career paths Page 86 of 220 Career Path: 5.3 Teaching/Training

450701 Geography Bachelor's degrees 16 21 21 Master's degrees 4 4 5 Doctor's degrees 1 2 1 21 27 27

450702 Geographic Information Science and Cartography Awards of less than 1 academic yearYes 3 1 2 Associate's degreesYes 2 4 3 Postbaccalaureate certificatesYes 1 8 6 61311

450799 Geography, Other Bachelor's degrees 0 0 1 00 1

450901 International Relations and Affairs Bachelor's degrees 22 57 47 22 57 47

451001 Political Science and Government, General Bachelor's degrees 229 353 305 Master's degrees 5 7 6 Doctor's degrees 2 6 5 236 366 316

451002 American Government and Politics (United States) Postbaccalaureate certificates 0 2 1 02 1

451099 Political Science and Government, Other Bachelor's degrees 0 2 2 02 2

451101 Sociology Associate's degrees 0 0 0 Bachelor's degrees 131 145 143 Master's degrees 8 7 7 Doctor's degrees 2 1 1 141 153 151

451201 Urban Studies/Affairs Bachelor's degrees 2 0 1 20 1

490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor Awards of less than 1 academic year 140 0 34 Awards of at least 1 but less than 2 academic years 13 0 3 153 0 37

500101 Visual and Performing Arts, General Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 12 20 16 12 20 16

Supply apportioned by number of career paths Page 87 of 220 Career Path: 5.3 Teaching/Training

500102 Digital Arts Bachelor's degrees 0 5 4 05 4

500401 Design and Visual Communications, General Associate's degrees 6 75 59 Bachelor's degrees 9 35 29 Master's degrees 2 0 0 17 110 88

500406 Commercial Photography Awards of less than 1 academic year 1 10 7 Associate's degrees 14 79 58 Bachelor's degrees 0 4 3 15 93 68

500408 Interior Design Associate's degrees 17 18 12 Bachelor's degrees 36 72 58 53 90 70

500409 Graphic Design Awards of less than 1 academic year 0 0 0 Associate's degrees 5 18 11 Bachelor's degrees 12 72 50 Postbaccalaureate certificates 0 0 0 17 90 61

500501 Drama and Dramatics/Theatre Arts, General Associate's degrees 0 0 0 Bachelor's degrees 92 71 74 Master's degrees 6 8 7 98 79 81

500502 Technical Theatre/Theatre Design and Technology Bachelor's degrees 0 0 1 00 1

500507 Directing and Theatrical Production Bachelor's degrees 0 2 1 02 1

500599 Dramatic/Theatre Arts and Stagecraft, Other Bachelor's degrees 1 1 2 11 2

500601 Film/Cinema/Video Studies Awards of less than 1 academic year 2 30 23 Bachelor's degrees 3 24 18 55441

Supply apportioned by number of career paths Page 88 of 220 Career Path: 5.3 Teaching/Training

500602 Cinematography and Film/Video Production Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 3 0 1 Bachelor's degrees 8 33 27 Postbaccalaureate certificates 1 0 0 12 35 30

500605 Photography Awards of less than 1 academic year 5 0 0 Awards of at least 1 but less than 2 academic years 1 8 6 Associate's degrees 3 24 18 Bachelor's degrees 5 18 15 14 50 39

500699 Film/Video and Photographic Arts, Other Bachelor's degrees 1 13 10 11310

500701 Art/Art Studies, General Bachelor's degrees 76 67 70 Master's degrees 5 6 7 81 73 77

500702 Fine/Studio Arts, General Associate's degrees 1 0 0 Bachelor's degrees 76 130 110 Master's degrees 8 0 0 85 130 110

500703 Art History, Criticism and Conservation Bachelor's degrees 22 64 52 Master's degrees 4 2 1 26 66 53

500706 Intermedia/Multimedia Master's degrees 1 8 6 18 6

500708 Painting Bachelor's degrees 0 4 3 04 3

500799 Fine Arts and Art Studies, Other Bachelor's degrees 2 0 0 Master's degrees 1 0 0 30 0

Supply apportioned by number of career paths Page 89 of 220 Career Path: 5.3 Teaching/Training

500901 Music, General Associate's degrees 1 0 0 Bachelor's degrees 110 154 149 Postbaccalaureate certificates 0 1 1 Master's degrees 35 58 49 Doctor's degrees 4 8 7 150 221 206

500902 Music History, Literature, and Theory Bachelor's degrees 6 0 0 60 0

500903 Music Performance, General Awards of at least 1 but less than 2 academic years 1 9 6 Bachelor's degrees 37 100 81 Master's degrees 4 18 15 42 127 102

500904 Music Theory and Composition Bachelor's degrees 3 14 10 31410

500907 Keyboard Instruments Bachelor's degrees 1 6 4 16 4

500908 Voice and Opera Bachelor's degrees 2 8 6 28 6

500911 Stringed Instruments Bachelor's degrees 2 8 5 28 5

500912 Music Pedagogy Bachelor's degrees 0 0 1 Postbaccalaureate certificates 0 1 1 Master's degrees 1 4 3 15 5

500913 Music Technology Awards of at least 1 but less than 2 academic years 1 15 12 Bachelor's degrees 0 3 2 11814

500914 Brass Instruments Bachelor's degrees 0 1 1 01 1

500915 Woodwind Instruments Bachelor's degrees 0 3 2 03 2

Supply apportioned by number of career paths Page 90 of 220 Career Path: 5.3 Teaching/Training

500916 Percussion Instruments Bachelor's degrees 0 2 1 02 1

500999 Music, Other Awards of less than 1 academic year 0 4 3 Awards of at least 1 but less than 2 academic years 8 8 7 Bachelor's degrees 23 75 54 Master's degrees 2 0 0 33 87 64

501003 Music Management Awards of at least 1 but less than 2 academic years 0 1 1 Bachelor's degrees 227 205 206 227 206 207

501004 Theatre/Theatre Arts Management Bachelor's degrees 0 0 0 00 0

509999 Visual and Performing Arts, Other Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 1 0 0 Master's degrees 2 0 0 30 0

510201 Communication Sciences and Disorders, General Bachelor's degrees 1 2 2 12 2

510202 Audiology/Audiologist Bachelor's degrees 4 4 4 Master's degrees 4 0 0 Doctor's degrees 9 35 23 17 39 27

510203 Speech-Language Pathology/Pathologist Associate's degrees 1 0 0 Bachelor's degrees 16 14 13 Master's degrees 16 38 29 33 52 42

510204 Audiology/Audiologist and Speech-Language Pathology/Pathologist Bachelor's degrees 5 0 0 Master's degrees 41 16 25 Doctor's degrees 4 3 4 50 19 29

510401 Dentistry First-professional degrees 62 78 73 62 78 73

510501 Dental Clinical Sciences, General Master's degrees 3 7 6 37 6

Supply apportioned by number of career paths Page 91 of 220 Career Path: 5.3 Teaching/Training

510601 Dental Assisting/Assistant Awards of less than 1 academic year 93 246 186 Awards of at least 1 but less than 2 academic years 84 611 403 Associate's degrees 14 86 61 191 943 650

510602 Dental Hygiene/Hygienist Associate's degrees 33 60 54 Awards of at least 2 but less than 4 academic years 1 0 0 Bachelor's degrees 32 64 56 Master's degrees 1 9 6 67 133 116

510603 Dental Laboratory Technology/Technician Awards of less than 1 academic year 4 18 13 Awards of at least 1 but less than 2 academic years 11 12 11 15 30 24

510802 Clinical/Medical Laboratory Assistant Awards of less than 1 academic year 1 2 3 Awards of at least 1 but less than 2 academic years 3 32 25 43428

510803 Occupational Therapist Assistant Associate's degrees 16 38 28 16 38 28

510805 Pharmacy Technician/Assistant Awards of less than 1 academic year 54 316 233 Awards of at least 1 but less than 2 academic years 100 306 244 Associate's degrees 17 76 53 171 698 530

510808 Veterinary/Animal Health Technology/Technician and Veterinary Assistant Awards of less than 1 academic year 1 8 6 Awards of at least 1 but less than 2 academic years 2 20 15 Associate's degrees 15 24 20 Bachelor's degrees 0 2 1 18 54 42

510901 Cardiovascular Technology/Technologist Awards of at least 1 but less than 2 academic years 2 15 11 Associate's degrees 7 10 7 92518

510904 Emergency Medical Technology/Technician (EMT Paramedic) Awards of less than 1 academic year 165 519 414 Awards of at least 1 but less than 2 academic years 69 219 178 Associate's degrees 3 15 12 237 753 604

Supply apportioned by number of career paths Page 92 of 220 Career Path: 5.3 Teaching/Training

510905 Nuclear Medical Technology/Technologist Awards of at least 1 but less than 2 academic years 11 32 22 Bachelor's degrees 6 0 2 17 32 24

510907 Medical Radiologic Technology/Science - Radiation Therapist Awards of less than 1 academic year 12 17 9 Awards of at least 1 but less than 2 academic years 8 39 31 Associate's degrees 55 26 33 Awards of at least 2 but less than 4 academic years 6 26 16 Bachelor's degrees 2 7 4 83 115 93

510908 Respiratory Care Therapy/Therapist Awards of less than 1 academic year 2 0 0 Awards of at least 1 but less than 2 academic years 8 66 30 Associate's degrees 58 48 54 Bachelor's degrees 9 15 10 77 129 94

510909 Surgical Technology/Technologist Awards of less than 1 academic year 2 4 1 Awards of at least 1 but less than 2 academic years 105 10,604 656 Associate's degrees 43 0 0 150 10,608 657

510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Technician Awards of less than 1 academic year 5 4 3 Awards of at least 1 but less than 2 academic years 4 0 1 Bachelor's degrees 5 0 0 14 4 4

510912 Physician Assistant Associate's degrees 0 0 0 Bachelor's degrees 0 0 0 Master's degrees 25 64 52 25 64 52

511001 Blood Bank Technology Specialist Awards of less than 1 academic year 14 24 20 14 24 20

511002 Cytotechnology/Cytotechnologist Bachelor's degreesYes 2 0 0 Master's degreesYes 1 2 1 32 1

511004 Clinical/Medical Laboratory Technician Associate's degrees 26 49 39 Bachelor's degrees 1 0 0 27 49 39

Supply apportioned by number of career paths Page 93 of 220 Career Path: 5.3 Teaching/Training

511005 Clinical Laboratory Science/Medical Technology/Technologist Awards of at least 2 but less than 4 academic yearsYes 0 0 0 Bachelor's degreesYes 19 34 29 19 34 29

511503 Clinical/Medical Social Work Bachelor's degrees 0 0 0 00 0

511505 Marriage and Family Therapy/Counseling Master's degrees 12 40 29 12 40 29

512001 Pharmacy First-professional degrees 71 266 211 71 266 211

512099 Pharmacy, Pharmaceutical Sciences, and Administration, Other Awards of at least 1 but less than 2 academic years 0 0 0 00 0

512201 Public Health, General Bachelor's degrees 10 2 3 Postbaccalaureate certificates 0 2 1 Master's degrees 24 58 47 Doctor's degrees 0 1 1 34 63 52

512202 Environmental Health Associate's degreesYes 1 2 1 Bachelor's degreesYes 3 0 0 Master's degreesYes 1 0 0 52 1

512205 Health/Medical Physics Master's degreesYes 2 7 4 27 4

512206 Occupational Health and Industrial Hygiene Awards of less than 1 academic year 0 0 0 00 0

512207 Public Health Education and Promotion Bachelor's degrees 0 0 0 00 0

512212 Behavioral Aspects of Health Master's degrees 0 1 1 Doctor's degrees 0 2 2 03 3

512301 Art Therapy/Therapist Bachelor's degrees 0 0 0 00 0

Supply apportioned by number of career paths Page 94 of 220 Career Path: 5.3 Teaching/Training

512305 Music Therapy/Therapist Bachelor's degrees 0 0 0 00 0

512306 Occupational Therapy/Therapist Associate's degrees 2 10 8 Bachelor's degrees 12 0 0 Master's degrees 28 86 61 Post-master's certificates 2 1 3 Doctor's degrees 12 44 39 56 141 111

512308 Physical Therapy/Therapist Associate's degrees 2 6 3 Bachelor's degrees 14 0 0 Master's degrees 16 0 0 Doctor's degrees 50 185 136 First-professional degrees 2 18 12 84 209 151

512310 Vocational Rehabilitation Counseling/Counselor Master's degrees 0 0 0 00 0

512401 Veterinary Medicine First-professional degrees 32 38 36 32 38 36

512501 Veterinary Sciences/Veterinary Clinical Sciences, General Bachelor's degrees 1 4 2 14 2

513501 Massage Therapy/Therapeutic Massage Awards of less than 1 academic year 39 202 170 Awards of at least 1 but less than 2 academic years 66 212 181 Associate's degrees 42 0 0 147 414 351

513801 Registered Nursing/Registered Nurse Associate's degrees 557 1,192 958 Awards of at least 2 but less than 4 academic years 8 0 0 Bachelor's degrees 700 1,875 1,396 Postbaccalaureate certificates 0 5 4 Master's degrees 104 675 493 Post-master's certificates 1 3 2 Doctor's degrees 2 23 18 1,372 3,773 2,871

513803 Adult Health Nurse/Nursing Postbaccalaureate certificates 0 2 1 Master's degrees 24 60 46 Doctor's degrees 0 4 2 24 66 49

Supply apportioned by number of career paths Page 95 of 220 Career Path: 5.3 Teaching/Training

513804 Nurse Anesthetist Postbaccalaureate certificates 0 2 1 Master's degrees 30 99 75 30 101 76

513805 Family Practice Nurse/Nursing Postbaccalaureate certificates 1 13 10 Master's degrees 31 122 85 Post-master's certificates 0 4 4 Doctor's degrees 1 8 6 33 147 105

513806 Maternal/Child Health and Neonatal Nurse/Nursing Master's degrees 6 28 18 62818

513807 Nurse Midwife/Nursing Midwifery Master's degrees 7 13 12 Doctor's degrees 0 1 1 71413

513808 Nursing Science Bachelor's degrees 4 0 0 Master's degrees 31 0 0 Post-master's certificates 0 0 0 Doctor's degrees 15 28 18 50 28 18

513809 Pediatric Nurse/Nursing Master's degrees 15 44 33 Doctor's degrees 0 0 0 15 44 33

513810 Psychiatric/Mental Health Nurse/Nursing Postbaccalaureate certificates 0 0 1 Master's degrees 11 13 12 Doctor's degrees 0 1 1 11 14 14

513811 Public Health/Community Nurse/Nursing Master's degrees 14 0 0 14 0 0

513813 Clinical Nurse Specialist Master's degrees 2 4 2 Post-master's certificates 0 0 0 Doctor's degrees 0 1 1 25 3

513816 Emergency Room/Trauma Nursing Master's degrees 0 1 1 01 1

Supply apportioned by number of career paths Page 96 of 220 Career Path: 5.3 Teaching/Training

513817 Nursing Education Master's degrees 3 30 23 Post-master's certificates 0 1 0 33123

513899 Registered Nursing, Nursing Administration, Nursing Research and Clinical Nursing, Other Bachelor's degrees 5 79 60 Postbaccalaureate certificates 0 6 4 Doctor's degrees 0 0 0 58564

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

520203 Logistics, Materials, and Supply Chain Management Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 2 23 17 Associate's degrees 0 1 1 Bachelor's degrees 56 180 143 59 204 161

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

520213 Organizational Leadership Bachelor's degrees 0 4 3 Master's degrees 12 214 152 12 218 155

Supply apportioned by number of career paths Page 97 of 220 Career Path: 5.3 Teaching/Training

520301 Accounting Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 125 186 173 Postbaccalaureate certificates 0 0 0 Master's degrees 33 85 70 165 296 264

520501 Business/Corporate Communications Bachelor's degrees 1 13 10 11310

520601 Business/Managerial Economics Bachelor's degrees 58 5 20 Master's degrees 3 9 8 Doctor's degrees 2 3 3 63 17 31

520701 Entrepreneurship/Entrepreneurial Studies Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 11 33 20 Postbaccalaureate certificates 1 4 2 Master's degrees 5 16 14 17 53 36

520801 Finance, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 100 108 100 Master's degrees 6 31 24 106 139 124

520807 Investments and Securities Master's degrees 0 1 1 01 1

520909 Hotel, Motel, and Restaurant Management Awards of less than 1 academic year 1 8 7 18 7

521001 Human Resources Management/Personnel Administration, General Awards of less than 1 academic year 0 1 1 Associate's degrees 1 11 9 Bachelor's degrees 16 90 68 Postbaccalaureate certificates 0 1 1 Master's degrees 12 0 0 Doctor's degrees 1 0 0 30 103 79

521003 Organizational Behavior Studies Bachelor's degrees 20 262 210 Master's degrees 9 29 18 29 291 228

Supply apportioned by number of career paths Page 98 of 220 Career Path: 5.3 Teaching/Training

521101 International Business/Trade/Commerce Bachelor's degrees 21 68 52 Master's degrees 5 20 15 26 88 67

521301 Management Science Bachelor's degreesYes 24 0 0 Master's degreesYes 9 0 0 Doctor's degreesYes 0 0 0 33 0 0

521302 Business Statistics Master's degreesYes 0 2 2 02 2

521304 Actuarial Science Bachelor's degreesYes 0 0 0 00 0

521401 Marketing/Marketing Management, General Bachelor's degrees 216 125 163 Master's degrees 5 11 9 221 136 172

521701 Insurance Bachelor's degrees 0 0 0 00 0

540101 History, General Associate's degrees 0 0 0 Bachelor's degrees 196 318 273 Master's degrees 15 19 17 Doctor's degrees 4 14 12 215 351 302

540102 American History (United States) Bachelor's degrees 0 0 0 00 0

540103 European History Bachelor's degrees 0 0 0 00 0

540105 Public/Applied History Postbaccalaureate certificates 0 1 1 Doctor's degrees 0 4 3 05 4

540199 History, Other Bachelor's degrees 4 10 6 Master's degrees 1 8 6 51812

5.3 TOTAL SUPPLY 20,837 52,888 35,529

Supply apportioned by number of career paths Page 99 of 220 Career Path: 5.3 Teaching/Training DEMAND SOC Occupation Average Annual Openings, 2012-25 251011 Business Teachers, Postsecondary 35 Master's degree 251021 Computer Science Teachers, Postsecondary 15 Master's degree 251022 Mathematical Science Teachers, Postsecondary 20 Master's degree 251031 Architecture Teachers, Postsecondary 0 Doctoral or professional degree 251032 Engineering Teachers, Postsecondary 10 Doctoral or professional degree 251041 Agricultural Sciences Teachers, Postsecondary 5 Doctoral or professional degree 251042 Biological Science Teachers, Postsecondary 20 Doctoral or professional degree 251043 Forestry and Conservation Science Teachers, Postsecondary 0 Doctoral or professional degree 251051 Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary 0 Doctoral or professional degree 251052 Chemistry Teachers, Postsecondary 10 Doctoral or professional degree 251053 Environmental Science Teachers, Postsecondary 0 Doctoral or professional degree 251054 Physics Teachers, Postsecondary 5 Doctoral or professional degree 251061 Anthropology and Archeology Teachers, Postsecondary 0 Doctoral or professional degree 251062 Area, Ethnic, and Cultural Studies Teachers, Postsecondary 0 Doctoral or professional degree 251063 Economics Teachers, Postsecondary 5 Doctoral or professional degree 251064 Geography Teachers, Postsecondary 0 Doctoral or professional degree 251065 Political Science Teachers, Postsecondary 5 Doctoral or professional degree 251066 Psychology Teachers, Postsecondary 20 Doctoral or professional degree 251067 Sociology Teachers, Postsecondary 5 Doctoral or professional degree 251069 Social Sciences Teachers, Postsecondary, All Other 5 Master's degree 251071 Health Specialties Teachers, Postsecondary 85 Master's degree 251072 Nursing Instructors and Teachers, Postsecondary 30 Doctoral or professional degree 251081 Education Teachers, Postsecondary 30 Doctoral or professional degree 251082 Library Science Teachers, Postsecondary 5 Doctoral or professional degree 251111 Criminal Justice and Law Enforcement Teachers, Postsecondary 5 Doctoral or professional degree 251112 Law Teachers, Postsecondary 5 Doctoral or professional degree

Supply apportioned by number of career paths Page 100 of 220 Career Path: 5.3 Teaching/Training

251113 Social Work Teachers, Postsecondary 5 Doctoral or professional degree 251121 Art, Drama, and Music Teachers, Postsecondary 55 Master's degree 251122 Communications Teachers, Postsecondary 15 Doctoral or professional degree 251123 English Language and Literature Teachers, Postsecondary 30 Master's degree 251124 Foreign Language and Literature Teachers, Postsecondary 10 Master's degree 251125 History Teachers, Postsecondary 10 Doctoral or professional degree 251126 Philosophy and Religion Teachers, Postsecondary 15 Doctoral or professional degree 251191 Graduate Teaching Assistants 40 Bachelor's degree 251192 Home Economics Teachers, Postsecondary 0 Master's degree 251193 Recreation and Fitness Studies Teachers, Postsecondary 10 Master's degree 251194 Vocational Education Teachers, Postsecondary 80 Master's degree 251199 Postsecondary Teachers, All Other 55 Doctoral or professional degree 252011 Preschool Teachers, Except Special Education 425 Associate's degree 252012 Kindergarten Teachers, Except Special Education 225 Bachelor's degree 252021 Elementary School Teachers, Except Special Education 1,130 Bachelor's degree 252022 Middle School Teachers, Except Special and Career/Technical Education 500 Bachelor's degree 252023 Career/Technical Education Teachers, Middle School 5 Bachelor's degree 252031 Secondary School Teachers, Except Special and Career/Technical Education 640 Bachelor's degree 252032 Career/Technical Education Teachers, Secondary School 100 Bachelor's degree 252041 SpecEd Tchrs, Preschool, Kindergarten, Elem School 215 Bachelor's degree 252053 Special Education Teachers, Middle School 50 Bachelor's degree 252054 Special Education Teachers, Secondary School 85 Bachelor's degree 253011 Adult Basic and Secondary Education and Literacy Teachers and Instructors 35 Bachelor's degree 253021 Self-Enrichment Education Teachers 135 High school diploma or equivalent 253999 Teachers and Instructors, All Other 405 Bachelor's degree 259021 Farm and Home Management Advisors 5 Master's degree 259041 Teacher Assistants 840 High school diploma or equivalent

Supply apportioned by number of career paths Page 101 of 220 Career Path: 5.3 Teaching/Training

272022 Coaches and Scouts 175 High school diploma or equivalent

5.3 TOTAL DEMAND 5,615

SUPPLY: 35,529 DEMAND: 5,615 Demand minus Supply: -29,914 Supply to Demand Ratio: 6.33

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 31,927 DEMAND: 4,465 Demand minus Supply: -27,462 Supply to Demand Ratio: 7.15

Supply apportioned by number of career paths Page 102 of 220 Career Path: 6.1 Securities & Investments SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520302 Accounting Technology/Technician and Bookkeeping Awards of less than 1 academic year 3 14 10 Awards of at least 1 but less than 2 academic years 7 6 7 Associate's degrees 22 0 2 Bachelor's degrees 0 3 2 32 23 21

520801 Finance, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 100 108 100 Master's degrees 6 31 24 106 139 124

520807 Investments and Securities Master's degrees 0 1 1 01 1

6.1 TOTAL SUPPLY 138 163 146 DEMAND SOC Occupation Average Annual Openings, 2012-25 131041 Compliance Officers 125 Bachelor's degree 132052 Personal Financial Advisors 60 Bachelor's degree 132099 Financial Specialists, All Other 70 Bachelor's degree 413031 Securities, Commodities, and Financial Services Sales Agents 110 Bachelor's degree 434011 Brokerage Clerks 30 High school diploma or equivalent

6.1 TOTAL DEMAND 395

SUPPLY: 146 DEMAND: 395 Demand minus Supply: 249 Supply to Demand Ratio: 0.37

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 129 DEMAND: 365 Demand minus Supply: 236 Supply to Demand Ratio: 0.35

Supply apportioned by number of career paths Page 103 of 220 Career Path: 6.2 Business Finance SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520301 Accounting Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 125 186 173 Postbaccalaureate certificates 0 0 0 Master's degrees 33 85 70 165 296 264

520302 Accounting Technology/Technician and Bookkeeping Awards of less than 1 academic year 3 14 10 Awards of at least 1 but less than 2 academic years 7 6 7 Associate's degrees 22 0 2 Bachelor's degrees 0 3 2 32 23 21

520304 Accounting and Finance Bachelor's degrees 0 4 3 Postbaccalaureate certificates 0 4 3 Master's degrees 2 26 20 23426

520305 Accounting and Business/Management Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 1 4 3 Bachelor's degrees 8 56 42 Postbaccalaureate certificates 0 2 2 Master's degrees 0 0 0 96348

520801 Finance, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 100 108 100 Master's degrees 6 31 24 106 139 124

520807 Investments and Securities Master's degrees 0 1 1 01 1

520809 Credit Management Bachelor's degrees 0 0 0 00 0

521601 Taxation Master's degrees 0 0 1 00 1

6.2 TOTAL SUPPLY 314 556 485

Supply apportioned by number of career paths Page 104 of 220 Career Path: 6.2 Business Finance DEMAND SOC Occupation Average Annual Openings, 2012-25 113031 Financial Managers 335 Bachelor's degree 132031 Budget Analysts 25 Bachelor's degree 132051 Financial Analysts 130 Bachelor's degree 132082 Tax Preparers 115 High school diploma or equivalent

6.2 TOTAL DEMAND 605

SUPPLY: 485 DEMAND: 605 Demand minus Supply: 120 Supply to Demand Ratio: 0.80

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 466 DEMAND: 490 Demand minus Supply: 24 Supply to Demand Ratio: 0.95

Supply apportioned by number of career paths Page 105 of 220 Career Path: 6.3 Accounting SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520301 Accounting Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 125 186 173 Postbaccalaureate certificates 0 0 0 Master's degrees 33 85 70 165 296 264

520304 Accounting and Finance Bachelor's degrees 0 4 3 Postbaccalaureate certificates 0 4 3 Master's degrees 2 26 20 23426

520305 Accounting and Business/Management Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 1 4 3 Bachelor's degrees 8 56 42 Postbaccalaureate certificates 0 2 2 Master's degrees 0 0 0 96348

520399 Accounting and Related Services, Other Awards of less than 1 academic year 5 7 12 Awards of at least 1 but less than 2 academic years 3 0 0 Associate's degrees 0 0 0 Master's degrees 40 122 99 48 129 111

521601 Taxation Master's degrees 0 0 1 00 1

6.3 TOTAL SUPPLY 224 522 450 DEMAND SOC Occupation Average Annual Openings, 2012-25 132011 Accountants and Auditors 840 Bachelor's degree

6.3 TOTAL DEMAND 840

SUPPLY: 450 DEMAND: 840 Demand minus Supply: 390 Supply to Demand Ratio: 0.54

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 436 DEMAND: 840 Supply apportioned by number of career paths Page 106 of 220 Career Path: 6.3 Accounting

Demand minus Supply: 404 Supply to Demand Ratio: 0.52

Supply apportioned by number of career paths Page 107 of 220 Career Path: 6.4 Insurance SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 270301 Applied Mathematics, General Bachelor's degreesYes 2 3 2 23 2

270501 Statistics, General Bachelor's degreesYes 3 0 1 Postbaccalaureate certificatesYes 1 5 4 Master's degreesYes 4 6 6 81111

470603 Autobody/Collision and Repair Technology/Technician Awards of less than 1 academic year 9 37 30 Awards of at least 1 but less than 2 academic years 90 0 0 Associate's degrees 8 39 31 Awards of at least 2 but less than 4 academic years 30 382 277 137 458 338

510715 Health/Medical Claims Examiner Associate's degrees 0 2 1 02 1

520408 General Office Occupations and Clerical Services Awards of less than 1 academic year 3 0 0 Awards of at least 1 but less than 2 academic years 4 0 3 Associate's degrees 1 8 7 8810

521304 Actuarial Science Bachelor's degreesYes 0 0 0 00 0

521701 Insurance Bachelor's degrees 0 0 0 00 0

6.4 TOTAL SUPPLY 155 482 362 DEMAND SOC Occupation Average Annual Openings, 2012-25 131031 Claims Adjusters, Examiners, and Investigators 140 High school diploma or equivalent 131032 Insurance Appraisers, Auto Damage 5 Postsecondary non-degree award 132053 Insurance Underwriters 60 Bachelor's degree 152011 Actuaries 20 Bachelor's degree 413021 Insurance Sales Agents 300 High school diploma or equivalent 439041 Insurance Claims and Policy Processing Clerks 115 High school diploma or equivalent

Supply apportioned by number of career paths Page 108 of 220 Career Path: 6.4 Insurance

439071 Office Machine Operators, Except Computer 20 High school diploma or equivalent 439081 Proofreaders & Copy Markers 5 Bachelor's degree

6.4 TOTAL DEMAND 665

SUPPLY: 362 DEMAND: 665 Demand minus Supply: 303 Supply to Demand Ratio: 0.54

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 329 DEMAND: 90 Demand minus Supply: -239 Supply to Demand Ratio: 3.66

Supply apportioned by number of career paths Page 109 of 220 Career Path: 6.5 Banking Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520301 Accounting Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 125 186 173 Postbaccalaureate certificates 0 0 0 Master's degrees 33 85 70 165 296 264

520801 Finance, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 100 108 100 Master's degrees 6 31 24 106 139 124

520803 Banking and Financial Support Services Bachelor's degrees 2 0 0 Master's degrees 1 6 4 36 4

520809 Credit Management Bachelor's degrees 0 0 0 00 0

6.5 TOTAL SUPPLY 274 441 392 DEMAND SOC Occupation Average Annual Openings, 2012-25 132041 Credit Analysts 55 Bachelor's degree 132072 Loan Officers 260 High school diploma or equivalent 433011 Bill and Account Collectors 635 High school diploma or equivalent 433071 Tellers 550 High school diploma or equivalent 434041 Credit Authorizers, Checkers, and Clerks 45 High school diploma or equivalent 434131 Loan Interviewers and Clerks 75 High school diploma or equivalent

6.5 TOTAL DEMAND 1,620

SUPPLY: 392 DEMAND: 1,620 Demand minus Supply: 1,228 Supply to Demand Ratio: 0.24

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 391 DEMAND: 55 Supply apportioned by number of career paths Page 110 of 220 Career Path: 6.5 Banking Services

Demand minus Supply: -336 Supply to Demand Ratio: 7.11

Supply apportioned by number of career paths Page 111 of 220 Career Path: 7.1 Governance SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 440401 Public Administration Bachelor's degrees 2 5 4 Master's degrees 17 49 37 Doctor's degrees 0 0 0 19 54 41

440501 Public Policy Analysis, General Bachelor's degrees 3 13 8 Master's degrees 1 0 0 4138

520301 Accounting Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 125 186 173 Postbaccalaureate certificates 0 0 0 Master's degrees 33 85 70 165 296 264

521601 Taxation Master's degrees 0 0 1 00 1

7.1 TOTAL SUPPLY 188 363 314 DEMAND SOC Occupation Average Annual Openings, 2012-25 111031 Legislators 55 Bachelor's degree 132061 Financial Examiners 20 Bachelor's degree

7.1 TOTAL DEMAND 75

SUPPLY: 314 DEMAND: 75 Demand minus Supply: -239 Supply to Demand Ratio: 4.19

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 313 DEMAND: 75 Demand minus Supply: -238 Supply to Demand Ratio: 4.17

Supply apportioned by number of career paths Page 112 of 220 Career Path: 7.2 National Security SUPPLY

DEMAND

SUPPLY: 0 DEMAND: 0 Demand minus Supply: 0 Supply to Demand Ratio: -

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Demand minus Supply: 0 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 113 of 220 Career Path: 7.4 Planning SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 040301 City/Urban, Community and Regional Planning Postbaccalaureate certificates 0 0 0 Master's degrees 6 1 3 61 3

451201 Urban Studies/Affairs Bachelor's degrees 2 0 1 20 1

520302 Accounting Technology/Technician and Bookkeeping Awards of less than 1 academic year 3 14 10 Awards of at least 1 but less than 2 academic years 7 6 7 Associate's degrees 22 0 2 Bachelor's degrees 0 3 2 32 23 21

7.4 TOTAL SUPPLY 40 24 25 DEMAND SOC Occupation Average Annual Openings, 2012-25 193051 Urban and Regional Planners 15 Master's degree 434111 Interviewers, Except Eligibility & Loan 205 High school diploma or equivalent 439111 Statistical Assistants 5 Bachelor's degree

7.4 TOTAL DEMAND 225

SUPPLY: 25 DEMAND: 225 Demand minus Supply: 200 Supply to Demand Ratio: 0.11

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 8 DEMAND: 20 Demand minus Supply: 12 Supply to Demand Ratio: 0.40

Supply apportioned by number of career paths Page 114 of 220 Career Path: 7.5 Revenue and Taxation SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520301 Accounting Awards of less than 1 academic year 0 1 1 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 6 24 20 Bachelor's degrees 125 186 173 Postbaccalaureate certificates 0 0 0 Master's degrees 33 85 70 165 296 264

521501 Real Estate Awards of less than 1 academic year 10 0 0 Bachelor's degrees 2 0 0 12 0 0

521601 Taxation Master's degrees 0 0 1 00 1

7.5 TOTAL SUPPLY 177 296 265 DEMAND SOC Occupation Average Annual Openings, 2012-25 132021 Appraisers and Assessors of Real Estate 30 High school diploma or equivalent 132081 Tax Examiners and Collectors, and Revenue Agents 55 Bachelor's degree

7.5 TOTAL DEMAND 85

SUPPLY: 265 DEMAND: 85 Demand minus Supply: -180 Supply to Demand Ratio: 3.12

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 264 DEMAND: 55 Demand minus Supply: -209 Supply to Demand Ratio: 4.80

Supply apportioned by number of career paths Page 115 of 220 Career Path: 7.6 Regulation SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 150701 Occupational Safety and Health Technology/Technician Associate's degreesYes 1 0 0 10 0

510916 Radiation Protection/Health Physics Technician Associate's degrees 2 21 17 22117

512202 Environmental Health Associate's degreesYes 1 2 1 Bachelor's degreesYes 3 0 0 Master's degreesYes 1 0 0 52 1

512206 Occupational Health and Industrial Hygiene Awards of less than 1 academic year 0 0 0 00 0

7.6 TOTAL SUPPLY 82318 DEMAND SOC Occupation Average Annual Openings, 2012-25 299011 Occupational Health and Safety Specialists 60 Bachelor's degree 299012 Occupational Health and Safety Technicians 15 High school diploma or equivalent 339093 Transportation Security Screeners 15 High school diploma or equivalent 435041 Meter Readers, Utilities 60 High school diploma or equivalent 452011 Agricultural Inspectors 10 Bachelor's degree 474011 Construction and Building Inspectors 70 High school diploma or equivalent 536051 Transportation Inspectors 15 Some college, no degree

7.6 TOTAL DEMAND 245

SUPPLY: 18 DEMAND: 245 Demand minus Supply: 227 Supply to Demand Ratio: 0.07

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 18 DEMAND: 85 Demand minus Supply: 67 Supply to Demand Ratio: 0.21

Supply apportioned by number of career paths Page 116 of 220 Career Path: 7.7 Public Management and Administration SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 440201 Community Organization and Advocacy Associate's degrees 14 6 8 Bachelor's degrees 12 0 0 Master's degrees 3 16 12 29 22 20

440401 Public Administration Bachelor's degrees 2 5 4 Master's degrees 17 49 37 Doctor's degrees 0 0 0 19 54 41

449999 Public Administration and Social Service Professions, Other Awards of less than 1 academic year 0 0 0 Associate's degrees 4 19 13 Bachelor's degrees 2 3 0 Master's degrees 14 0 0 20 22 13

7.7 TOTAL SUPPLY 68 98 74 DEMAND SOC Occupation Average Annual Openings, 2012-25 119131 Postmasters and Mail Superintendents 15 High school diploma or equivalent 119161 Emergency Management Directors 5 Bachelor's degree 434031 Court, Municipal, & License Clerks 125 High school diploma or equivalent 434061 Eligibility Interviewers, Government Programs 140 Associate's degree 435051 Postal Service Clerks 30 High school diploma or equivalent 435052 Postal Service Mail Carriers 325 High school diploma or equivalent 435053 Postal Srvc Mail Sorters, Processors, Machine Op 15 High school diploma or equivalent

7.7 TOTAL DEMAND 655

SUPPLY: 74 DEMAND: 655 Demand minus Supply: 581 Supply to Demand Ratio: 0.11

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 74 DEMAND: 145 Demand minus Supply: 71 Supply to Demand Ratio: 0.51

Supply apportioned by number of career paths Page 117 of 220 Career Path: 8.1 Therapeutic Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 190501 Foods, Nutrition, and Wellness Studies, General Associate's degrees 1 4 3 Bachelor's degrees 50 259 185 Master's degrees 10 6 6 Doctor's degrees 0 3 2 61 272 196

190505 Foodservice Systems Administration/Management Awards of less than 1 academic year 1 3 2 Bachelor's degrees 0 0 0 13 2

190599 Foods, Nutrition, and Related Services, Other Awards of less than 1 academic year 1 0 0 Bachelor's degrees 0 1 1 11 1

310505 Kinesiology and Exercise Science Associate's degrees 0 0 0 Bachelor's degrees 228 1,017 743 Master's degrees 40 139 110 Doctor's degrees 3 32 25 271 1,188 878

310507 Physical Fitness Technician Awards of at least 1 but less than 2 academic years 1 10 8 1108

510201 Communication Sciences and Disorders, General Bachelor's degrees 1 2 2 12 2

510202 Audiology/Audiologist Bachelor's degrees 4 4 4 Master's degrees 4 0 0 Doctor's degrees 9 35 23 17 39 27

510203 Speech-Language Pathology/Pathologist Associate's degrees 1 0 0 Bachelor's degrees 16 14 13 Master's degrees 16 38 29 33 52 42

510204 Audiology/Audiologist and Speech-Language Pathology/Pathologist Bachelor's degrees 5 0 0 Master's degrees 41 16 25 Doctor's degrees 4 3 4 50 19 29

Supply apportioned by number of career paths Page 118 of 220 Career Path: 8.1 Therapeutic Services

510299 Communication Disorders Sciences and Services, Other Bachelor's degrees 0 0 0 00 0

510401 Dentistry First-professional degrees 62 78 73 62 78 73

510501 Dental Clinical Sciences, General Master's degrees 3 7 6 37 6

510601 Dental Assisting/Assistant Awards of less than 1 academic year 93 246 186 Awards of at least 1 but less than 2 academic years 84 611 403 Associate's degrees 14 86 61 191 943 650

510602 Dental Hygiene/Hygienist Associate's degrees 33 60 54 Awards of at least 2 but less than 4 academic years 1 0 0 Bachelor's degrees 32 64 56 Master's degrees 1 9 6 67 133 116

510710 Medical Office Assistant/Specialist Awards of less than 1 academic year 24 253 191 Awards of at least 1 but less than 2 academic years 23 107 77 Associate's degrees 4 44 35 51 404 303

510712 Medical Reception/Receptionist Awards of less than 1 academic year 2 4 5 24 5

510713 Medical Insurance Coding Specialist/Coder Awards of less than 1 academic year 60 634 435 Awards of at least 1 but less than 2 academic years 18 160 110 Associate's degrees 10 278 151 88 1,072 696

510716 Medical Administrative/Executive Assistant and Medical Secretary Awards of less than 1 academic year 21 0 0 Awards of at least 1 but less than 2 academic years 8 26 17 Associate's degrees 7 0 0 36 26 17

510801 Medical/Clinical Assistant Awards of less than 1 academic year 773 1,813 1,498 Awards of at least 1 but less than 2 academic years 347 1,923 1,439 Associate's degrees 242 418 308 1,362 4,154 3,245

Supply apportioned by number of career paths Page 119 of 220 Career Path: 8.1 Therapeutic Services

510803 Occupational Therapist Assistant Associate's degrees 16 38 28 16 38 28

510805 Pharmacy Technician/Assistant Awards of less than 1 academic year 54 316 233 Awards of at least 1 but less than 2 academic years 100 306 244 Associate's degrees 17 76 53 171 698 530

510806 Physical Therapy Technician/Assistant Associate's degrees 115 209 166 115 209 166

510812 Respiratory Therapy Technician/Assistant Awards of less than 1 academic year 7 24 12 Associate's degrees 1 12 9 83621

510907 Medical Radiologic Technology/Science - Radiation Therapist Awards of less than 1 academic year 12 17 9 Awards of at least 1 but less than 2 academic years 8 39 31 Associate's degrees 55 26 33 Awards of at least 2 but less than 4 academic years 6 26 16 Bachelor's degrees 2 7 4 83 115 93

510908 Respiratory Care Therapy/Therapist Awards of less than 1 academic year 2 0 0 Awards of at least 1 but less than 2 academic years 8 66 30 Associate's degrees 58 48 54 Bachelor's degrees 9 15 10 77 129 94

510909 Surgical Technology/Technologist Awards of less than 1 academic year 2 4 1 Awards of at least 1 but less than 2 academic years 105 10,604 656 Associate's degrees 43 0 0 150 10,608 657

510912 Physician Assistant Associate's degrees 0 0 0 Bachelor's degrees 0 0 0 Master's degrees 25 64 52 25 64 52

510913 Athletic Training/Trainer Associate's degrees 0 0 0 Bachelor's degrees 29 39 31 Master's degrees 18 18 17 47 57 48

Supply apportioned by number of career paths Page 120 of 220 Career Path: 8.1 Therapeutic Services

511012 Sterile Processing Technology/Technician Awards of less than 1 academic year 2 20 16 22016

511101 Pre-Dentistry Studies Associate's degrees 0 0 0 Bachelor's degrees 0 0 0 00 0

511102 Pre-Medicine/Pre-Medical Studies Associate's degrees 2 0 0 Bachelor's degrees 8 9 11 10 9 11

511103 Pre-Pharmacy Studies Associate's degrees 2 0 0 Bachelor's degrees 2 9 7 49 7

511104 Pre-Veterinary Studies Associate's degrees 1 0 0 Bachelor's degrees 1 0 0 20 0

511105 Pre-Nursing Studies Associate's degrees 4 0 0 Bachelor's degrees 2 1 0 61 0

511109 Pre-Physical Therapy Studies Associate's degrees 1 11 8 Bachelor's degrees 1 7 6 21814

511199 Health/Medical Preparatory Programs, Other Associate's degrees 1 0 0 Bachelor's degrees 31 194 131 32 194 131

511201 Medicine First-professional degrees 389 398 396 389 398 396

511699 Nursing, Other Awards of less than 1 academic year 20 0 0 Awards of at least 1 but less than 2 academic years 11 0 0 Associate's degrees 1 0 0 Bachelor's degrees 23 0 0 Postbaccalaureate certificates 0 0 0 Master's degrees 34 0 0 Post-master's certificates 0 0 0 89 0 0

Supply apportioned by number of career paths Page 121 of 220 Career Path: 8.1 Therapeutic Services

511701 Optometry First-professional degrees 117 116 115 117 116 115

511801 Opticianry/Ophthalmic Dispensing Optician Associate's degrees 17 34 28 17 34 28

511803 Ophthalmic Technician/Technologist Associate's degrees 7 23 17 72317

511901 Osteopathic Medicine/Osteopathy First-professional degrees 11 180 139 11 180 139

512001 Pharmacy First-professional degrees 71 266 211 71 266 211

512004 Medicinal and Pharmaceutical Chemistry Master's degreesYes 0 0 0 Doctor's degreesYes 6 0 0 60 0

512299 Public Health, Other Postbaccalaureate certificates 1 1 0 Master's degrees 4 6 2 57 2

512301 Art Therapy/Therapist Bachelor's degrees 0 0 0 00 0

512305 Music Therapy/Therapist Bachelor's degrees 0 0 0 00 0

512306 Occupational Therapy/Therapist Associate's degrees 2 10 8 Bachelor's degrees 12 0 0 Master's degrees 28 86 61 Post-master's certificates 2 1 3 Doctor's degrees 12 44 39 56 141 111

512308 Physical Therapy/Therapist Associate's degrees 2 6 3 Bachelor's degrees 14 0 0 Master's degrees 16 0 0 Doctor's degrees 50 185 136 First-professional degrees 2 18 12 84 209 151

Supply apportioned by number of career paths Page 122 of 220 Career Path: 8.1 Therapeutic Services

512399 Rehabilitation and Therapeutic Professions, Other Bachelor's degrees 1 0 0 10 0

512401 Veterinary Medicine First-professional degrees 32 38 36 32 38 36

512501 Veterinary Sciences/Veterinary Clinical Sciences, General Bachelor's degrees 1 4 2 14 2

512601 Health Aide Awards of less than 1 academic year 27 318 248 27 318 248

512602 Home Health Aide/Home Attendant Awards of less than 1 academic year 47 0 0 47 0 0

512699 Health Aides/Attendants/Orderlies, Other Awards of less than 1 academic year 75 307 217 75 307 217

513101 Dietetics/Dietitian Awards of less than 1 academic year 23 92 58 Bachelor's degrees 7 0 0 Postbaccalaureate certificates 1 10 8 Master's degrees 3 0 0 34 102 66

513102 Clinical Nutrition/Nutritionist Master's degrees 11 56 40 11 56 40

513104 Dietitian Assistant Associate's degrees 6 11 8 6118

513199 Dietetics and Clinical Nutrition Services, Other Bachelor's degrees 1 3 4 Master's degrees 1 3 4 26 8

513801 Registered Nursing/Registered Nurse Associate's degrees 557 1,192 958 Awards of at least 2 but less than 4 academic years 8 0 0 Bachelor's degrees 700 1,875 1,396 Postbaccalaureate certificates 0 5 4 Master's degrees 104 675 493 Post-master's certificates 1 3 2 Doctor's degrees 2 23 18 1,372 3,773 2,871

Supply apportioned by number of career paths Page 123 of 220 Career Path: 8.1 Therapeutic Services

513802 Nursing Administration Bachelor's degrees 10 0 0 Master's degrees 7 37 28 Doctor's degrees 0 2 2 17 39 30

513803 Adult Health Nurse/Nursing Postbaccalaureate certificates 0 2 1 Master's degrees 24 60 46 Doctor's degrees 0 4 2 24 66 49

513804 Nurse Anesthetist Postbaccalaureate certificates 0 2 1 Master's degrees 30 99 75 30 101 76

513805 Family Practice Nurse/Nursing Postbaccalaureate certificates 1 13 10 Master's degrees 31 122 85 Post-master's certificates 0 4 4 Doctor's degrees 1 8 6 33 147 105

513806 Maternal/Child Health and Neonatal Nurse/Nursing Master's degrees 6 28 18 62818

513807 Nurse Midwife/Nursing Midwifery Master's degrees 7 13 12 Doctor's degrees 0 1 1 71413

513808 Nursing Science Bachelor's degrees 4 0 0 Master's degrees 31 0 0 Post-master's certificates 0 0 0 Doctor's degrees 15 28 18 50 28 18

513809 Pediatric Nurse/Nursing Master's degrees 15 44 33 Doctor's degrees 0 0 0 15 44 33

513810 Psychiatric/Mental Health Nurse/Nursing Postbaccalaureate certificates 0 0 1 Master's degrees 11 13 12 Doctor's degrees 0 1 1 11 14 14

513811 Public Health/Community Nurse/Nursing Master's degrees 14 0 0 14 0 0

Supply apportioned by number of career paths Page 124 of 220 Career Path: 8.1 Therapeutic Services

513813 Clinical Nurse Specialist Master's degrees 2 4 2 Post-master's certificates 0 0 0 Doctor's degrees 0 1 1 25 3

513814 Critical Care Nursing Master's degrees 29 141 93 Doctor's degrees 0 4 3 29 145 96

513816 Emergency Room/Trauma Nursing Master's degrees 0 1 1 01 1

513818 Nursing Practice Bachelor's degrees 0 4 2 Doctor's degrees 1 11 9 11511

513820 Clinical Nurse Leader Master's degrees 1 16 12 11612

513899 Registered Nursing, Nursing Administration, Nursing Research and Clinical Nursing, Other Bachelor's degrees 5 79 60 Postbaccalaureate certificates 0 6 4 Doctor's degrees 0 0 0 58564

513901 Licensed Practical/Vocational Nurse Training Awards of less than 1 academic year 23 168 128 Awards of at least 1 but less than 2 academic years 1,207 2,716 2,234 1,230 2,884 2,362

513902 Nursing Assistant/Aide and Patient Care Assistant/Aide Awards of less than 1 academic year 58 149 145 Awards of at least 1 but less than 2 academic years 3 0 0 61 149 145

513999 Practical Nursing, Vocational Nursing and Nursing Assistants, Other Awards of less than 1 academic year 4 43 33 Bachelor's degrees 2 17 13 66046

519999 Health Professions and Related Clinical Sciences, Other Awards of less than 1 academic year 11 16 8 Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 60 163 112 Bachelor's degrees 89 289 224 Master's degrees 2 8 7 Doctor's degrees 4 10 9 166 486 360

8.1 TOTAL SUPPLY 7,216 30,928 16,286

Supply apportioned by number of career paths Page 125 of 220 Career Path: 8.1 Therapeutic Services DEMAND SOC Occupation Average Annual Openings, 2012-25 291011 Chiropractors 25 Doctoral or professional degree 291021 Dentists, General 70 Doctoral or professional degree 291022 Oral and Maxillofacial Surgeons 5 Doctoral or professional degree 291023 Orthodontists 5 Doctoral or professional degree 291024 Prosthodontists 0 Doctoral or professional degree 291029 Dentists, All Other Specialists 0 Doctoral or professional degree 291031 Dietitians and Nutritionists 70 Bachelor's degree 291041 Optometrists 30 Doctoral or professional degree 291051 Pharmacists 335 Doctoral or professional degree 291061 Anesthesiologists 35 Doctoral or professional degree 291062 Family and General Practitioners 75 Doctoral or professional degree 291063 Internists, General 25 Doctoral or professional degree 291064 Obstetricians and Gynecologists 25 Doctoral or professional degree 291065 Pediatricians, General 25 Doctoral or professional degree 291066 Psychiatrists 15 Doctoral or professional degree 291067 Surgeons 80 Doctoral or professional degree 291069 Physicians and Surgeons, All Other 275 Doctoral or professional degree 291071 Physician Assistants 95 Master's degree 291081 Podiatrists 5 Doctoral or professional degree 291111 Registered Nurses 2,760 Associate's degree 291122 Occupational Therapists 120 Master's degree 291123 Physical Therapists 215 Doctoral or professional degree 291124 Radiation Therapists 15 Associate's degree 291125 Recreational Therapists 20 Bachelor's degree 291126 Respiratory Therapists 155 Associate's degree 291127 Speech-Language Pathologists 110 Master's degree

Supply apportioned by number of career paths Page 126 of 220 Career Path: 8.1 Therapeutic Services

291128 Exercise Physiologists 15 Master's degree 291131 Veterinarians 55 Doctoral or professional degree 291181 Audiologists 15 Doctoral or professional degree 292021 Dental Hygienists 190 Associate's degree 292051 Dietetic Technicians 35 High school diploma or equivalent 292052 Pharmacy Technicians 515 High school diploma or equivalent 292053 Psychiatric Technicians 35 Postsecondary non-degree award 292054 Respiratory Therapy Technicians 5 Associate's degree 292055 Surgical Technologists 115 Postsecondary non-degree award 292061 Licensed Practical and Licensed Vocational Nurses 1,155 Postsecondary non-degree award 292081 Opticians, Dispensing 35 High school diploma or equivalent 292091 Orthotists and Prosthetists 0 Master's degree 299091 Athletic Trainers 25 Bachelor's degree 311011 Home Health Aides 720 Less than high school 311012 Nursing Aides, Orderlies, and Attendants 1,050 Postsecondary non-degree award 311013 Psychiatric Aides 60 High school diploma or equivalent 312011 Occupational Therapy Assistants 50 Associate's degree 312012 Occupational Therapy Aides 10 High school diploma or equivalent 312021 Physical Therapist Assistants 125 Associate's degree 312022 Physical Therapist Aides 55 High school diploma or equivalent 319091 Dental Assistants 280 Postsecondary non-degree award 319092 Medical Assistants 595 High school diploma or equivalent 319095 Pharmacy Aides 35 High school diploma or equivalent

8.1 TOTAL DEMAND 9,765

SUPPLY: 16,286 DEMAND: 9,765 Demand minus Supply: -6,521 Supply to Demand Ratio: 1.67

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Supply apportioned by number of career paths Page 127 of 220 Career Path: 8.1 Therapeutic Services

SUPPLY : 7,612 DEMAND: 7,705 Demand minus Supply: 93 Supply to Demand Ratio: 0.99

Supply apportioned by number of career paths Page 128 of 220 Career Path: 8.2 Diagnostic Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 260401 Cell/Cellular Biology and Histology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

261309 Epidemiology Postbaccalaureate certificatesYes 1 2 1 Master's degreesYes 3 5 6 47 7

510802 Clinical/Medical Laboratory Assistant Awards of less than 1 academic year 1 2 3 Awards of at least 1 but less than 2 academic years 3 32 25 43428

510808 Veterinary/Animal Health Technology/Technician and Veterinary Assistant Awards of less than 1 academic year 1 8 6 Awards of at least 1 but less than 2 academic years 2 20 15 Associate's degrees 15 24 20 Bachelor's degrees 0 2 1 18 54 42

510901 Cardiovascular Technology/Technologist Awards of at least 1 but less than 2 academic years 2 15 11 Associate's degrees 7 10 7 92518

510905 Nuclear Medical Technology/Technologist Awards of at least 1 but less than 2 academic years 11 32 22 Bachelor's degrees 6 0 2 17 32 24

510907 Medical Radiologic Technology/Science - Radiation Therapist Awards of less than 1 academic year 12 17 9 Awards of at least 1 but less than 2 academic years 8 39 31 Associate's degrees 55 26 33 Awards of at least 2 but less than 4 academic years 6 26 16 Bachelor's degrees 2 7 4 83 115 93

510910 Diagnostic Medical Sonography/Sonographer and Ultrasound Technician Awards of less than 1 academic year 5 4 3 Awards of at least 1 but less than 2 academic years 4 0 1 Bachelor's degrees 5 0 0 14 4 4

Supply apportioned by number of career paths Page 129 of 220 Career Path: 8.2 Diagnostic Services

510911 Radiologic Technology/Science - Radiographer Awards of less than 1 academic year 10 8 2 Awards of at least 1 but less than 2 academic years 27 361 290 Associate's degrees 65 0 0 Bachelor's degrees 13 58 37 115 427 329

510917 Polysomnography Awards of less than 1 academic year 2 15 12 Awards of at least 1 but less than 2 academic years 2 32 25 44737

510999 Allied Health Diagnostic, Intervention, and Treatment Profes Awards of less than 1 academic year 18 29 33 Bachelor's degrees 6 0 0 24 29 33

511001 Blood Bank Technology Specialist Awards of less than 1 academic year 14 24 20 14 24 20

511002 Cytotechnology/Cytotechnologist Bachelor's degreesYes 2 0 0 Master's degreesYes 1 2 1 32 1

511004 Clinical/Medical Laboratory Technician Associate's degrees 26 49 39 Bachelor's degrees 1 0 0 27 49 39

511005 Clinical Laboratory Science/Medical Technology/Technologist Awards of at least 2 but less than 4 academic yearsYes 0 0 0 Bachelor's degreesYes 19 34 29 19 34 29

511099 Clinical/Medical Laboratory Science and Allied Professions, Other Awards of less than 1 academic year 72 0 11 72 0 11

511401 Medical Scientist Master's degreesYes 3 11 6 3116

512202 Environmental Health Associate's degreesYes 1 2 1 Bachelor's degreesYes 3 0 0 Master's degreesYes 1 0 0 52 1

8.2 TOTAL SUPPLY 435 896 722 DEMAND SOC Occupation Average Annual Openings, 2012-25 191041 Epidemiologists 5 Master's degree

Supply apportioned by number of career paths Page 130 of 220 Career Path: 8.2 Diagnostic Services

292011 Medical and Clinical Laboratory Technologists 135 Bachelor's degree 292012 Medical and Clinical Laboratory Technicians 225 Associate's degree 292031 Cardiovascular Technologists and Technicians 35 Associate's degree 292032 Diagnostic Medical Sonographers 75 Associate's degree 292033 Nuclear Medicine Technologists 20 Associate's degree 292037 Radiologic Technologists and Technicians 255 Associate's degree 292056 Veterinary Technologists and Technicians 105 Associate's degree

8.2 TOTAL DEMAND 855

SUPPLY: 722 DEMAND: 855 Demand minus Supply: 133 Supply to Demand Ratio: 0.84

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 203 DEMAND: 855 Demand minus Supply: 652 Supply to Demand Ratio: 0.24

Supply apportioned by number of career paths Page 131 of 220 Career Path: 8.3 Health Informatics SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 510707 Health Information/Medical Records Technology/Technician Awards of less than 1 academic year 39 187 154 Awards of at least 1 but less than 2 academic years 88 430 313 Associate's degrees 85 421 325 212 1,038 792

510708 Medical Transcription/Transcriptionist Awards of less than 1 academic year 25 0 3 Awards of at least 1 but less than 2 academic years 23 32 44 48 32 47

510710 Medical Office Assistant/Specialist Awards of less than 1 academic year 24 253 191 Awards of at least 1 but less than 2 academic years 23 107 77 Associate's degrees 4 44 35 51 404 303

510713 Medical Insurance Coding Specialist/Coder Awards of less than 1 academic year 60 634 435 Awards of at least 1 but less than 2 academic years 18 160 110 Associate's degrees 10 278 151 88 1,072 696

510714 Medical Insurance Specialist/Medical Biller Awards of less than 1 academic year 55 362 242 Awards of at least 1 but less than 2 academic years 30 85 63 Associate's degrees 26 0 0 111 447 305

510716 Medical Administrative/Executive Assistant and Medical Secretary Awards of less than 1 academic year 21 0 0 Awards of at least 1 but less than 2 academic years 8 26 17 Associate's degrees 7 0 0 36 26 17

8.3 TOTAL SUPPLY 546 3,019 2,160 DEMAND SOC Occupation Average Annual Openings, 2012-25 292071 Medical Records and Health Information Technicians 180 Postsecondary non-degree award 319094 Medical Transcriptionists 60 Postsecondary non-degree award 436013 Medical Secretaries 340 High school diploma or equivalent

8.3 TOTAL DEMAND 580

SUPPLY: 2,160 DEMAND: 580 Demand minus Supply: -1,580 Supply to Demand Ratio: 3.72

Supply apportioned by number of career paths Page 132 of 220 Career Path: 8.3 Health Informatics

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 511 DEMAND: 240 Demand minus Supply: -271 Supply to Demand Ratio: 2.13

Supply apportioned by number of career paths Page 133 of 220 Career Path: 8.4 Support Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 510000 Health Services/Allied Health/Health Sciences, General Awards of less than 1 academic year 0 1 0 Bachelor's degrees 4 0 0 41 0

510701 Health/Health Care Administration/Management Awards of at least 1 but less than 2 academic years 0 3 2 Associate's degrees 2 24 19 Bachelor's degrees 28 55 54 Postbaccalaureate certificates 13 48 40 Master's degrees 25 55 36 Doctor's degrees 1 0 0 69 185 151

510702 Hospital and Health Care Facilities Administration/Management Bachelor's degrees 20 179 119 Master's degrees 14 40 33 34 219 152

510703 Health Unit Coordinator/Ward Clerk Awards of less than 1 academic year 3 0 0 30 0

510706 Health Information/Medical Records Administration/Administrator Awards of less than 1 academic year 2 20 16 Awards of at least 1 but less than 2 academic years 4 0 0 Associate's degrees 11 0 0 Bachelor's degrees 20 21 19 Master's degrees 1 19 15 38 60 50

510799 Health and Medical Administrative Services, Other Awards of less than 1 academic year 2 0 2 Awards of at least 1 but less than 2 academic years 15 224 169 Associate's degrees 1 8 7 Awards of at least 2 but less than 4 academic years 3 0 0 Master's degrees 3 27 20 24 259 198

510899 Allied Health and Medical Assisting Services, Other Awards of less than 1 academic year 24 343 258 Awards of at least 1 but less than 2 academic years 4 18 19 Associate's degrees 28 50 25 56 411 302

511009 Phlebotomy Technician/Phlebotomist Awards of less than 1 academic year 24 320 241 Awards of at least 1 but less than 2 academic years 3 27 20 Associate's degrees 3 26 19 30 373 280

Supply apportioned by number of career paths Page 134 of 220 Career Path: 8.4 Support Services

511012 Sterile Processing Technology/Technician Awards of less than 1 academic year 2 20 16 22016

512201 Public Health, General Bachelor's degrees 10 2 3 Postbaccalaureate certificates 0 2 1 Master's degrees 24 58 47 Doctor's degrees 0 1 1 34 63 52

512211 Health Services Administration Master's degrees 6 73 57 67357

513802 Nursing Administration Bachelor's degrees 10 0 0 Master's degrees 7 37 28 Doctor's degrees 0 2 2 17 39 30

513818 Nursing Practice Bachelor's degrees 0 4 2 Doctor's degrees 1 11 9 11511

8.4 TOTAL SUPPLY 318 1,718 1,299 DEMAND SOC Occupation Average Annual Openings, 2012-25 119111 Medical and Health Services Managers 350 Bachelor's degree 319093 Medical Equipment Preparers 20 High school diploma or equivalent 319099 Healthcare Support Workers, All Other 0 Not available 319799 Healthcare Support Workers, All Other 135 High school diploma or equivalent

8.4 TOTAL DEMAND 505

SUPPLY: 1,299 DEMAND: 505 Demand minus Supply: -794 Supply to Demand Ratio: 2.57

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 556 DEMAND: 350 Demand minus Supply: -206 Supply to Demand Ratio: 1.59

Supply apportioned by number of career paths Page 135 of 220 Career Path: 8.5 Biotechnology Research and Development SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 140501 Bioengineering and Biomedical Engineering Bachelor's degreesYes 23 28 23 Master's degreesYes 9 14 13 Doctor's degreesYes 3 4 4 35 46 40

260102 Biomedical Sciences, General Bachelor's degreesYes 4 13 8 Master's degreesYes 1 3 3 Doctor's degreesYes 2 0 0 71611

260202 Biochemistry Bachelor's degreesYes 10 44 34 Master's degreesYes 1 0 0 Doctor's degreesYes 3 4 4 14 48 38

260203 Biophysics Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 00 0

260204 Molecular Biology Bachelor's degreesYes 8 58 32 Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 85832

260401 Cell/Cellular Biology and Histology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

260403 Anatomy Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

260503 Medical Microbiology and Bacteriology Bachelor's degreesYes 1 0 0 Master's degreesYes 1 0 1 Doctor's degreesYes 4 0 0 60 1

260806 Human/Medical Genetics Master's degreesYes 0 0 0 Doctor's degreesYes 1 9 6 19 6

Supply apportioned by number of career paths Page 136 of 220 Career Path: 8.5 Biotechnology Research and Development

260902 Molecular Physiology Master's degreesYes 1 0 0 Doctor's degreesYes 4 15 9 5159

260910 Pathology/Experimental Pathology Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 1 11 1

260911 Oncology and Cancer Biology Master's degreesYes 1 0 0 Doctor's degreesYes 5 27 18 62718

261001 Pharmacology Master's degreesYes 1 8 6 Doctor's degreesYes 3 3 3 4119

261102 Biostatistics Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 1 1 2 11 2

261309 Epidemiology Postbaccalaureate certificatesYes 1 2 1 Master's degreesYes 3 5 6 47 7

301101 Gerontology Postbaccalaureate certificates 2 16 13 21613

511401 Medical Scientist Master's degreesYes 3 11 6 3116

8.5 TOTAL SUPPLY 98 267 193 DEMAND SOC Occupation Average Annual Openings, 2012-25 172031 Biomedical Engineers 30 Bachelor's degree 191042 Medical Scientists, Except Epidemiologists 25 Doctoral or professional degree

8.5 TOTAL DEMAND 55

SUPPLY: 193 DEMAND: 55 Demand minus Supply: -138 Supply to Demand Ratio: 3.51

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Supply apportioned by number of career paths Page 137 of 220 Career Path: 8.5 Biotechnology Research and Development

SUPPLY : 193 DEMAND: 55 Demand minus Supply: -138 Supply to Demand Ratio: 3.51

Supply apportioned by number of career paths Page 138 of 220 Career Path: 9.1 Restaurants and Food/Beverage Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 120500 Cooking and Related Culinary Arts, General Awards of less than 1 academic year 3 44 35 Awards of at least 1 but less than 2 academic years 37 648 477 40 692 512

120501 Baking and Pastry Arts/Baker/Pastry Chef Associate's degrees 4 47 37 44737

120503 Culinary Arts/Chef Training Awards of less than 1 academic year 25 205 151 Associate's degrees 34 372 281 59 577 432

120504 Restaurant, Culinary, and Catering Management/Manager Bachelor's degrees 2 22 18 22218

120508 Institutional Food Workers Awards of less than 1 academic year 0 0 0 00 0

129999 Personal and Culinary Services, Other Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 19 0 0 20 0 0

190505 Foodservice Systems Administration/Management Awards of less than 1 academic year 1 3 2 Bachelor's degrees 0 0 0 13 2

520901 Hospitality Administration/Management, General Associate's degrees 0 0 0 Bachelor's degrees 1 0 0 Master's degrees 0 1 1 Doctor's degrees 0 4 3 15 4

520904 Hotel/Motel Administration/Management Associate's degrees 6 10 7 Bachelor's degrees 20 60 45 26 70 52

520905 Restaurant/Food Services Management Associate's degrees 2 0 0 20 0

520909 Hotel, Motel, and Restaurant Management Awards of less than 1 academic year 1 8 7 18 7

Supply apportioned by number of career paths Page 139 of 220 Career Path: 9.1 Restaurants and Food/Beverage Services

9.1 TOTAL SUPPLY 156 1,424 1,064 DEMAND SOC Occupation Average Annual Openings, 2012-25 119051 Food Service Managers 225 High school diploma or equivalent 351011 Chefs and Head Cooks 45 High school diploma or equivalent 351012 First-Line Supervisors of Food Preparation and Serving Workers 510 High school diploma or equivalent 352011 Cooks, Fast Food 320 Less than high school 352012 Cooks, Institution and Cafeteria 420 Less than high school 352014 Cooks, Restaurant 705 Less than high school 352015 Cooks, Short Order 100 Less than high school 352019 Cooks, All Other 20 Less than high school 352021 Food Preparation Workers 755 Less than high school 353011 Bartenders 305 Less than high school 353021 Combined Food Prep/Serving Workers, Inc Fast Food 2,425 Less than high school 353022 Counter Attendants, Cafeteria, Food Concession, 545 Less than high school 353031 Waiters & Waitresses 2,905 Less than high school 353041 Food Servers, Nonrestaurant 140 Less than high school 359011 Dining Room & Cafeteria Attendants & Bartender Hlp 225 Less than high school 359021 Dishwashers 455 Less than high school 359031 Hosts & Hostesses, Restaurant, Lounge, Coffee Shop 680 Less than high school 513011 Bakers 65 Less than high school 519012 Separating, Filtering, Clarifying, Precipitating, 10 High school diploma or equivalent

9.1 TOTAL DEMAND 10,855

SUPPLY: 1,064 DEMAND: 10,855 Demand minus Supply: 9,791 Supply to Demand Ratio: 0.10

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 392

Demand minus Supply: -392 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 140 of 220 Career Path: 9.1 Restaurants and Food/Beverage Services

Supply apportioned by number of career paths Page 141 of 220 Career Path: 9.2 Lodging SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 460401 Building/Property Maintenance Awards of less than 1 academic year 1 9 7 Awards of at least 1 but less than 2 academic years 1 12 9 Associate's degrees 0 1 1 22217

520901 Hospitality Administration/Management, General Associate's degrees 0 0 0 Bachelor's degrees 1 0 0 Master's degrees 0 1 1 Doctor's degrees 0 4 3 15 4

520904 Hotel/Motel Administration/Management Associate's degrees 6 10 7 Bachelor's degrees 20 60 45 26 70 52

520905 Restaurant/Food Services Management Associate's degrees 2 0 0 20 0

520909 Hotel, Motel, and Restaurant Management Awards of less than 1 academic year 1 8 7 18 7

9.2 TOTAL SUPPLY 32 105 80 DEMAND SOC Occupation Average Annual Openings, 2012-25 119081 Lodging Managers 50 High school diploma or equivalent 371011 First-Line Supervisors of Housekeeping and Janitorial Workers 70 High school diploma or equivalent 372011 Janitors & Cleaners, Exc Maids & Housekeeping 1,325 Less than high school 372012 Maids & Housekeeping Cleaners 775 Less than high school 393031 Ushers, Lobby Attendants, & Ticket Takers 355 Less than high school 396011 Baggage Porters & Bellhops 15 High school diploma or equivalent 396012 Concierges 15 High school diploma or equivalent 432011 Switchboard Operators, Incl Answering Service 65 High school diploma or equivalent 434081 Hotel, Motel, & Resort Desk Clerks 245 High school diploma or equivalent

9.2 TOTAL DEMAND 2,915

Supply apportioned by number of career paths Page 142 of 220 Career Path: 9.2 Lodging

SUPPLY: 80 DEMAND: 2,915 Demand minus Supply: 2,835 Supply to Demand Ratio: 0.03

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 57

Demand minus Supply: -57 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 143 of 220 Career Path: 9.3 Travel & Tourism SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 521804 Selling Skills and Sales Operations Bachelor's degrees 4 0 0 40 0

521905 Tourism and Travel Services Marketing Operations Associate's degrees 1 0 0 10 0

9.3 TOTAL SUPPLY 50 0 DEMAND SOC Occupation Average Annual Openings, 2012-25 397011 Tour Guides & Escorts 55 High school diploma or equivalent 397012 Travel Guides 0 High school diploma or equivalent 413041 Travel Agents 30 High school diploma or equivalent 434181 Reservation & Transp Ticket Agents & Travel Clerks 50 High school diploma or equivalent 536061 Transp Attendants, Exc Flight Attendants,Baggage P 10 High school diploma or equivalent

9.3 TOTAL DEMAND 145

SUPPLY: 0 DEMAND: 145 Demand minus Supply: 145 Supply to Demand Ratio: 0.00

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 0

Demand minus Supply: 0 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 144 of 220 Career Path: 9.4 Recreation, Amusements & Attractions SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010507 Equestrian/Equine Studies Associate's degrees 0 2 2 02 2

310301 Parks, Recreation and Leisure Facilities Management, General Bachelor's degrees 57 0 25 Master's degrees 14 37 28 71 37 53

310501 Health and Physical Education/Fitness, General Associate's degrees 0 0 0 Bachelor's degrees 112 218 184 Master's degrees 51 55 53 Doctor's degrees 2 1 1 165 274 238

310599 Health and Physical Education/Fitness, Other Bachelor's degrees 9 8 7 98 7

319999 Parks, Recreation, Leisure, and Fitness Studies, Other Bachelor's degrees 5 23 16 52316

9.4 TOTAL SUPPLY 250 344 316 DEMAND SOC Occupation Average Annual Openings, 2012-25 119071 Gaming Managers 0 Some college, no degree 272021 Athletes and Sports Competitors 15 High school diploma or equivalent 272023 Umpires, Referees, & Other Sports Officials 5 High school diploma or equivalent 392011 Animal Trainers 10 High school diploma or equivalent 393021 Motion Picture Projectionists 5 Less than high school 393091 Amusement & Recreation Attendants 295 Less than high school 399032 Recreation Workers 185 Bachelor's degree 433041 Gaming Cage Workers 0 High school diploma or equivalent

9.4 TOTAL DEMAND 515

SUPPLY: 316 DEMAND: 515 Demand minus Supply: 199 Supply to Demand Ratio: 0.61

Supply apportioned by number of career paths Page 145 of 220 Career Path: 9.4 Recreation, Amusements & Attractions

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 316 DEMAND: 185 Demand minus Supply: -131 Supply to Demand Ratio: 1.71

Supply apportioned by number of career paths Page 146 of 220 Career Path: 10.1 Early Childhood Development & Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 190709 Child Care Provider/Assistant Associate's degrees 0 2 2 02 2

10.1 TOTAL SUPPLY 02 2 DEMAND SOC Occupation Average Annual Openings, 2012-25 399011 Childcare Workers 1,430 High school diploma or equivalent

10.1 TOTAL DEMAND 1,430

SUPPLY: 2 DEMAND: 1,430 Demand minus Supply: 1,428 Supply to Demand Ratio: 0.00

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 2

Demand minus Supply: -2 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 147 of 220 Career Path: 10.2 Counseling & Mental Health Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 301701 Behavioral Sciences Bachelor's degreesYes 5 19 14 51914

420101 Psychology, General Associate's degrees 0 0 0 Bachelor's degrees 511 793 710 Master's degrees 43 43 41 Post-master's certificates 0 0 0 Doctor's degrees 17 19 19 571 855 770

422701 Cognitive Psychology and Psycholinguistics Bachelor's degreesYes 2 0 1 20 1

422703 Developmental and Child Psychology Bachelor's degreesYes 15 34 32 15 34 32

422705 Personality Psychology Master's degreesYes 0 1 1 01 1

422706 Physiological Psychology/Psychobiology Bachelor's degreesYes 0 2 2 02 2

422801 Clinical Psychology Bachelor's degrees 0 0 0 Master's degrees 0 2 2 02 2

422802 Community Psychology Master's degrees 1 1 1 Doctor's degrees 0 1 0 12 1

422803 Counseling Psychology Bachelor's degrees 0 1 0 Postbaccalaureate certificates 0 1 1 Master's degrees 37 84 67 Doctor's degrees 3 1 1 40 87 69

422804 Industrial and Organizational Psychology Bachelor's degrees 6 11 9 Doctor's degrees 1 0 0 7119

Supply apportioned by number of career paths Page 148 of 220 Career Path: 10.2 Counseling & Mental Health Services

422805 School Psychology Master's degrees 5 14 11 Post-master's certificates 0 3 2 51713

422806 Educational Psychology Postbaccalaureate certificates 1 6 5 Master's degrees 15 21 20 Post-master's certificates 0 0 0 Doctor's degrees 4 0 3 20 27 28

422899 Clinical, Counseling and Applied Psychology, Other Master's degrees 3 38 30 Doctor's degrees 0 6 4 34434

429999 Psychology, Other Bachelor's degrees 19 0 2 Master's degrees 9 0 0 28 0 2

440701 Social Work Bachelor's degrees 87 168 141 Postbaccalaureate certificates 0 0 0 Master's degrees 56 112 96 Doctor's degrees 1 2 2 144 282 239

511501 Substance Abuse/Addiction Counseling Awards of less than 1 academic year 22 44 38 Postbaccalaureate certificates 3 41 32 25 85 70

511503 Clinical/Medical Social Work Bachelor's degrees 0 0 0 00 0

511505 Marriage and Family Therapy/Counseling Master's degrees 12 40 29 12 40 29

511508 Mental Health Counseling/Counselor Master's degrees 21 285 201 21 285 201

512310 Vocational Rehabilitation Counseling/Counselor Master's degrees 0 0 0 00 0

10.2 TOTAL SUPPLY 899 1,793 1,517 DEMAND SOC Occupation Average Annual Openings, 2012-25 193031 Clinical, Counseling, and School Psychologists 95 Doctoral or professional degree

Supply apportioned by number of career paths Page 149 of 220 Career Path: 10.2 Counseling & Mental Health Services

193032 Industrial-Organizational Psychologists 0 Master's degree 193039 Psychologists, All Other 10 Master's degree 211011 Substance Abuse and Behavioral Disorder Counselors 60 High school diploma or equivalent 211013 Marriage and Family Therapists 35 Master's degree 211014 Mental Health Counselors 145 Master's degree 211015 Rehabilitation Counselors 110 Master's degree 211019 Counselors, All Other 25 Master's degree 211023 Mental Health and Substance Abuse Social Workers 130 Bachelor's degree

10.2 TOTAL DEMAND 610

SUPPLY: 1,517 DEMAND: 610 Demand minus Supply: -907 Supply to Demand Ratio: 2.49

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,479 DEMAND: 550 Demand minus Supply: -929 Supply to Demand Ratio: 2.69

Supply apportioned by number of career paths Page 150 of 220 Career Path: 10.3 Family & Community Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 301701 Behavioral Sciences Bachelor's degreesYes 5 19 14 51914

390201 Bible/Biblical Studies Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 11 8 10 Bachelor's degrees 105 104 101 Postbaccalaureate certificates 0 4 3 Master's degrees 17 34 29 134 150 143

390301 Missions/Missionary Studies and Missiology Associate's degrees 0 0 0 Bachelor's degrees 9 12 13 Master's degrees 0 2 1 91414

390401 Religious Education Bachelor's degrees 17 0 0 Postbaccalaureate certificates 0 1 1 Master's degrees 7 34 23 Doctor's degrees 0 0 0 First-professional degrees 0 0 0 24 35 24

390601 Theology/Theological Studies Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 0 0 0 Awards of at least 2 but less than 4 academic years 0 0 0 Bachelor's degrees 24 42 40 Postbaccalaureate certificates 1 2 1 Master's degrees 49 60 50 Doctor's degrees 5 0 1 79 104 92

390602 Divinity/Ministry Bachelor's degrees 1 17 13 Master's degrees 21 282 196 Post-master's certificates 0 2 2 First-professional degrees 62 0 0 First-professional certificates 2 2 1 86 303 212

Supply apportioned by number of career paths Page 151 of 220 Career Path: 10.3 Family & Community Services

390604 Pre-Theology/Pre-Ministerial Studies Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 0 1 1 Associate's degrees 0 0 0 Awards of at least 2 but less than 4 academic years 0 0 0 Bachelor's degrees 6 9 4 6105

390699 Theological and Ministerial Studies, Other Associate's degrees 0 0 0 Bachelor's degrees 5 0 0 Master's degrees 5 17 13 Doctor's degrees 4 10 9 14 27 22

390701 Pastoral Studies/Counseling Associate's degrees 0 0 0 Bachelor's degrees 10 36 22 Master's degrees 0 0 0 10 36 22

390702 Youth Ministry Awards of at least 1 but less than 2 academic years 0 0 0 Bachelor's degrees 28 98 71 Master's degrees 3 9 6 31 107 77

390704 Women's Ministry Bachelor's degrees 0 2 1 02 1

390705 Lay Ministry Bachelor's degrees 0 4 3 04 3

390799 Pastoral Counseling and Specialized Ministries, Other Bachelor's degrees 2 5 3 25 3

399999 Theology and Religious Vocations, Other Bachelor's degrees 21 0 0 Master's degrees 3 6 2 Doctor's degrees 4 0 0 First-professional degrees 0 0 0 28 6 2

440000 Human Services, General Associate's degrees 0 1 0 Bachelor's degrees 36 166 129 36 167 129

Supply apportioned by number of career paths Page 152 of 220 Career Path: 10.3 Family & Community Services

440201 Community Organization and Advocacy Associate's degrees 14 6 8 Bachelor's degrees 12 0 0 Master's degrees 3 16 12 29 22 20

440401 Public Administration Bachelor's degrees 2 5 4 Master's degrees 17 49 37 Doctor's degrees 0 0 0 19 54 41

440701 Social Work Bachelor's degrees 87 168 141 Postbaccalaureate certificates 0 0 0 Master's degrees 56 112 96 Doctor's degrees 1 2 2 144 282 239

511503 Clinical/Medical Social Work Bachelor's degrees 0 0 0 00 0

512201 Public Health, General Bachelor's degrees 10 2 3 Postbaccalaureate certificates 0 2 1 Master's degrees 24 58 47 Doctor's degrees 0 1 1 34 63 52

512207 Public Health Education and Promotion Bachelor's degrees 0 0 0 00 0

512212 Behavioral Aspects of Health Master's degrees 0 1 1 Doctor's degrees 0 2 2 03 3

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

Supply apportioned by number of career paths Page 153 of 220 Career Path: 10.3 Family & Community Services

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

520206 Non-Profit/Public/Organizational Management Associate's degrees 0 0 0 Bachelor's degrees 48 0 1 Postbaccalaureate certificates 1 14 11 Master's degrees 10 24 24 59 38 36

10.3 TOTAL SUPPLY 1,370 2,449 2,035 DEMAND SOC Occupation Average Annual Openings, 2012-25 119151 Social and Community Service Managers 100 Bachelor's degree 211021 Child, Family, and School Social Workers 220 Bachelor's degree 211022 Healthcare Social Workers 180 Master's degree 211029 Social Workers, All Other 35 Bachelor's degree 211091 Health Educators 60 Bachelor's degree 211093 Social and Human Service Assistants 110 High school diploma or equivalent 211798 Community & Social Service Specialists, All Other 50 Bachelor's degree 212011 Clergy 415 Bachelor's degree 212021 Directors, Religious Activities and Education 210 Bachelor's degree 212099 Religious Workers, All Other 0 Bachelor's degree 399041 Residential Advisors 125 Some college, no degree

10.3 TOTAL DEMAND 1,505

SUPPLY: 2,035 DEMAND: 1,505 Demand minus Supply: -530 Supply to Demand Ratio: 1.35

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 2,017 DEMAND: 1,395

Supply apportioned by number of career paths Page 154 of 220 Career Path: 10.3 Family & Community Services

Demand minus Supply: -622 Supply to Demand Ratio: 1.45

Supply apportioned by number of career paths Page 155 of 220 Career Path: 10.4 Personal Care Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 120301 Funeral Service and Mortuary Science, General Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 32 36 38 33 36 38

120401 Cosmetology/Cosmetologist, General Awards of less than 1 academic year 102 76 93 Awards of at least 1 but less than 2 academic years 631 1,602 1,298 Associate's degrees 1 4 2 734 1,682 1,393

120402 Barbering/Barber Awards of less than 1 academic year 30 107 95 Awards of at least 1 but less than 2 academic years 133 540 431 163 647 526

120406 Make-Up Artist/Specialist Awards of less than 1 academic year 21 0 0 21 0 0

120407 Hair Styling/Stylist and Hair Design Awards of less than 1 academic year 2 0 0 Awards of at least 1 but less than 2 academic years 1 0 0 30 0

120409 Aesthetician/Esthetician and Skin Care Specialist Awards of less than 1 academic year 120 790 537 Awards of at least 1 but less than 2 academic years 20 203 140 140 993 677

120410 Nail Technician/Specialist and Manicurist Awards of less than 1 academic year 66 255 177 Awards of at least 1 but less than 2 academic years 7 62 46 73 317 223

120412 Salon/Beauty Salon Management/Manager Associate's degrees 0 5 4 05 4

120413 Cosmetology, Barber/Styling, and Nail Instructor Awards of less than 1 academic year 31 216 158 Awards of at least 1 but less than 2 academic years 29 0 0 60 216 158

120499 Cosmetology and Related Personal Grooming Arts, Other Awards of less than 1 academic year 63 0 0 Awards of at least 1 but less than 2 academic years 17 19 0 Associate's degrees 0 2 2 80 21 2

Supply apportioned by number of career paths Page 156 of 220 Career Path: 10.4 Personal Care Services

131314 Physical Education Teaching and Coaching Bachelor's degrees 40 38 38 40 38 38

310501 Health and Physical Education/Fitness, General Associate's degrees 0 0 0 Bachelor's degrees 112 218 184 Master's degrees 51 55 53 Doctor's degrees 2 1 1 165 274 238

310504 Sport and Fitness Administration/Management Bachelor's degrees 75 216 171 Master's degrees 11 48 36 86 264 207

310507 Physical Fitness Technician Awards of at least 1 but less than 2 academic years 1 10 8 1108

512602 Home Health Aide/Home Attendant Awards of less than 1 academic year 47 0 0 47 0 0

513501 Massage Therapy/Therapeutic Massage Awards of less than 1 academic year 39 202 170 Awards of at least 1 but less than 2 academic years 66 212 181 Associate's degrees 42 0 0 147 414 351

10.4 TOTAL SUPPLY 1,793 4,917 3,863 DEMAND SOC Occupation Average Annual Openings, 2012-25 319011 Massage Therapists 75 Postsecondary non-degree award 391021 First-Line Supervisors of Personal Service Workers 125 High school diploma or equivalent 393093 Locker Room, Coatroom, & Dressing Room Attendants 10 High school diploma or equivalent 394011 Embalmers 5 Postsecondary non-degree award 394021 Funeral Attendants 45 High school diploma or equivalent 394831 Funeral srvce mgrs Directors Morticians Undertakrs 40 Associate's degree 395011 Barbers 20 Postsecondary non-degree award 395012 Hairdressers, Hairstylists, and Cosmetologists 400 Postsecondary non-degree award 395092 Manicurists and Pedicurists 20 Postsecondary non-degree award 395093 Shampooers 5 Less than high school

Supply apportioned by number of career paths Page 157 of 220 Career Path: 10.4 Personal Care Services

395094 Skincare Specialists 30 Postsecondary non-degree award 399021 Personal Care Aides 1,265 Less than high school 399031 Fitness Trainers and Aerobics Instructors 165 High school diploma or equivalent 399099 Personal Care & Service Workers, All Other 75 High school diploma or equivalent 516011 Laundry & Dry-Cleaning Workers 105 Less than high school 516021 Pressers, Textile, Garment, & Related Materials 5 Less than high school 516052 Tailors, Dressmakers, & Custom Sewers 15 Less than high school

10.4 TOTAL DEMAND 2,405

SUPPLY: 3,863 DEMAND: 2,405 Demand minus Supply: -1,458 Supply to Demand Ratio: 1.61

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 529 DEMAND: 590 Demand minus Supply: 61 Supply to Demand Ratio: 0.90

Supply apportioned by number of career paths Page 158 of 220 Career Path: 10.5 Consumer Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520803 Banking and Financial Support Services Bachelor's degrees 2 0 0 Master's degrees 1 6 4 36 4

520809 Credit Management Bachelor's degrees 0 0 0 00 0

10.5 TOTAL SUPPLY 36 4 DEMAND SOC Occupation Average Annual Openings, 2012-25 132071 Credit Counselors 20 Bachelor's degree

10.5 TOTAL DEMAND 20

SUPPLY: 4 DEMAND: 20 Demand minus Supply: 16 Supply to Demand Ratio: 0.20

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 4 DEMAND: 20 Demand minus Supply: 16 Supply to Demand Ratio: 0.20

Supply apportioned by number of career paths Page 159 of 220 Career Path: 11.1 Network Systems SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 110101 Computer and Information Sciences, General Awards of less than 1 academic yearYes 2 6 4 Awards of at least 1 but less than 2 academic yearsYes 7 20 16 Associate's degreesYes 13 16 16 Awards of at least 2 but less than 4 academic yearsYes 1 3 2 Bachelor's degreesYes 29 19 27 Master's degreesYes 4 1 3 Doctor's degreesYes 0 0 0 56 65 68

110103 Information Technology Awards of less than 1 academic yearYes 1 10 8 Awards of at least 1 but less than 2 academic yearsYes 3 6 4 Associate's degreesYes 21 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 4 3 Bachelor's degreesYes 5 28 22 Postbaccalaureate certificatesYes 0 6 5 30 54 42

110201 Computer Programming/Programmer, General Awards of less than 1 academic yearYes 0 1 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 0 Bachelor's degreesYes 0 1 1 Master's degreesYes 0 1 1 43 3

110501 Computer Systems Analysis/Analyst Awards of less than 1 academic yearYes 5 0 0 Awards of at least 1 but less than 2 academic yearsYes 8 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 0 0 Bachelor's degreesYes 0 1 0 13 1 0

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

110901 Computer Systems Networking and Telecommunications Awards of less than 1 academic yearYes 1 4 2 Awards of at least 1 but less than 2 academic yearsYes 1 2 2 Associate's degreesYes 77 284 201 Bachelor's degreesYes 0 1 1 79 291 206

Supply apportioned by number of career paths Page 160 of 220 Career Path: 11.1 Network Systems

111001 Network and System Administration/Administrator Associate's degreesYes 6 38 29 Bachelor's degreesYes 5 50 38 11 88 67

111002 System, Networking, and LAN/WAN Management/Manager Awards of at least 1 but less than 2 academic yearsYes 1 0 0 Associate's degreesYes 1 0 0 20 0

111003 Computer and Information Systems Security/Information Assurance Awards of less than 1 academic yearYes 0 2 1 Awards of at least 1 but less than 2 academic yearsYes 1 7 6 Associate's degreesYes 4 0 0 Bachelor's degreesYes 15 59 37 Postbaccalaureate certificatesYes 0 4 3 20 72 47

111006 Computer Support Specialist Awards of less than 1 academic yearYes 1 14 11 11411

140901 Computer Engineering, General Bachelor's degreesYes 15 0 6 Master's degreesYes 2 8 6 Doctor's degreesYes 0 2 1 17 10 13

11.1 TOTAL SUPPLY 276 636 499 DEMAND SOC Occupation Average Annual Openings, 2012-25 151141 Database Administrators 75 Bachelor's degree 151142 Network and Computer Systems Administrators 265 Bachelor's degree 151143 Computer Network Architects 0 Bachelor's degree

11.1 TOTAL DEMAND 340

SUPPLY: 499 DEMAND: 340 Demand minus Supply: -159 Supply to Demand Ratio: 1.47

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 443 DEMAND: 340 Demand minus Supply: -103 Supply to Demand Ratio: 1.30

Supply apportioned by number of career paths Page 161 of 220 Career Path: 11.2 Information Support and Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010106 Agricultural Business Technology Associate's degrees 0 0 0 00 0

110101 Computer and Information Sciences, General Awards of less than 1 academic yearYes 2 6 4 Awards of at least 1 but less than 2 academic yearsYes 7 20 16 Associate's degreesYes 13 16 16 Awards of at least 2 but less than 4 academic yearsYes 1 3 2 Bachelor's degreesYes 29 19 27 Master's degreesYes 4 1 3 Doctor's degreesYes 0 0 0 56 65 68

110301 Data Processing and Data Processing Technology/Technician Awards of less than 1 academic yearYes 0 2 1 Awards of at least 1 but less than 2 academic yearsYes 5 0 3 Associate's degreesYes 0 1 1 53 5

110401 Information Science/Studies Awards of less than 1 academic yearYes 0 0 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 1 Bachelor's degreesYes 1 10 8 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 0 3 2 51312

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

111006 Computer Support Specialist Awards of less than 1 academic yearYes 1 14 11 11411

111099 Computer/Information Technology Services Administration and Awards of less than 1 academic yearYes 1 0 0 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Bachelor's degreesYes 2 3 5 Master's degreesYes 1 9 7 41212

Supply apportioned by number of career paths Page 162 of 220 Career Path: 11.2 Information Support and Services

119999 Computer and Information Sciences and Support Services, Othe Awards of less than 1 academic year 6 52 42 Awards of at least 1 but less than 2 academic years 5 0 0 Associate's degrees 34 0 0 Awards of at least 2 but less than 4 academic years 3 0 0 Bachelor's degrees 7 7 10 55 59 52

261103 Bioinformatics Master's degreesYes 1 2 1 Doctor's degreesYes 0 4 3 16 4

300801 Mathematics and Computer Science Bachelor's degreesYes 3 0 1 30 1

512706 Medical Informatics Master's degreesYes 1 4 3 14 3

521299 Management Information Systems and Services, Other Awards of less than 1 academic year 8 0 5 Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 1 3 4 Master's degrees 3 0 0 12 3 9

11.2 TOTAL SUPPLY 186 217 219 DEMAND SOC Occupation Average Annual Openings, 2012-25 151150 Computer Support Specialists 365 Some college, no degree 151151 Computer User Support Specialists 0 Associate's degree 151799 Computer Occupations, All Other 50 Bachelor's degree

11.2 TOTAL DEMAND 415

SUPPLY: 219 DEMAND: 415 Demand minus Supply: 196 Supply to Demand Ratio: 0.53

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 135 DEMAND: 415 Demand minus Supply: 280 Supply to Demand Ratio: 0.33

Supply apportioned by number of career paths Page 163 of 220 Career Path: 11.3 Web and Digital Communications SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 110201 Computer Programming/Programmer, General Awards of less than 1 academic yearYes 0 1 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 0 Bachelor's degreesYes 0 1 1 Master's degreesYes 0 1 1 43 3

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

110801 Web Page, Digital/Multimedia and Information Resources Design Awards of less than 1 academic yearYes 1 0 0 Awards of at least 1 but less than 2 academic yearsYes 0 2 2 Associate's degreesYes 20 0 0 Bachelor's degreesYes 6 24 17 27 26 19

111004 Web/Multimedia Management and Webmaster Awards of less than 1 academic yearYes 4 47 37 Bachelor's degreesYes 2 15 10 66247

11.3 TOTAL SUPPLY 80 129 111 DEMAND SOC Occupation Average Annual Openings, 2012-25 151134 Web Developers 0 Bachelor's degree

11.3 TOTAL DEMAND 0

SUPPLY: 111 DEMAND: 0 Demand minus Supply: -111 Supply to Demand Ratio: -

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 70 DEMAND: 0 Demand minus Supply: -70 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 164 of 220 Career Path: 11.4 Programming and Software Development SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 110101 Computer and Information Sciences, General Awards of less than 1 academic yearYes 2 6 4 Awards of at least 1 but less than 2 academic yearsYes 7 20 16 Associate's degreesYes 13 16 16 Awards of at least 2 but less than 4 academic yearsYes 1 3 2 Bachelor's degreesYes 29 19 27 Master's degreesYes 4 1 3 Doctor's degreesYes 0 0 0 56 65 68

110103 Information Technology Awards of less than 1 academic yearYes 1 10 8 Awards of at least 1 but less than 2 academic yearsYes 3 6 4 Associate's degreesYes 21 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 4 3 Bachelor's degreesYes 5 28 22 Postbaccalaureate certificatesYes 0 6 5 30 54 42

110201 Computer Programming/Programmer, General Awards of less than 1 academic yearYes 0 1 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 0 Bachelor's degreesYes 0 1 1 Master's degreesYes 0 1 1 43 3

110202 Computer Programming, Specific Applications Awards of less than 1 academic yearYes 20 86 66 20 86 66

110203 Computer Programming, Vendor/Product Certification Awards of less than 1 academic yearYes 0 0 0 Awards of at least 1 but less than 2 academic yearsYes 0 1 0 Associate's degreesYes 4 5 8 46 8

110401 Information Science/Studies Awards of less than 1 academic yearYes 0 0 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 1 Bachelor's degreesYes 1 10 8 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 0 3 2 51312

Supply apportioned by number of career paths Page 165 of 220 Career Path: 11.4 Programming and Software Development

110501 Computer Systems Analysis/Analyst Awards of less than 1 academic yearYes 5 0 0 Awards of at least 1 but less than 2 academic yearsYes 8 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 0 0 Bachelor's degreesYes 0 1 0 13 1 0

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

110803 Computer Graphics Associate's degreesYes 0 2 2 02 2

110899 Computer Software and Media Applications, Other Awards of at least 1 but less than 2 academic yearsYes 0 1 1 Associate's degreesYes 17 104 73 Bachelor's degreesYes 4 44 33 21 149 107

110901 Computer Systems Networking and Telecommunications Awards of less than 1 academic yearYes 1 4 2 Awards of at least 1 but less than 2 academic yearsYes 1 2 2 Associate's degreesYes 77 284 201 Bachelor's degreesYes 0 1 1 79 291 206

140901 Computer Engineering, General Bachelor's degreesYes 15 0 6 Master's degreesYes 2 8 6 Doctor's degreesYes 0 2 1 17 10 13

261103 Bioinformatics Master's degreesYes 1 2 1 Doctor's degreesYes 0 4 3 16 4

512706 Medical Informatics Master's degreesYes 1 4 3 14 3

Supply apportioned by number of career paths Page 166 of 220 Career Path: 11.4 Programming and Software Development

521201 Management Information Systems, General Awards of less than 1 academic year 6 7 7 Awards of at least 1 but less than 2 academic years 3 15 13 Associate's degrees 93 0 0 Awards of at least 2 but less than 4 academic years 1 0 0 Bachelor's degrees 110 0 41 Master's degrees 2 0 0 215 22 61

11.4 TOTAL SUPPLY 509 750 637 DEMAND SOC Occupation Average Annual Openings, 2012-25 151121 Computer Systems Analysts 285 Bachelor's degree 151131 Computer Programmers 200 Bachelor's degree 151132 Software Developers, Applications 130 Bachelor's degree 151133 Software Developers, Systems Software 120 Bachelor's degree

11.4 TOTAL DEMAND 735

SUPPLY: 637 DEMAND: 735 Demand minus Supply: 98 Supply to Demand Ratio: 0.87

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 511 DEMAND: 735 Demand minus Supply: 224 Supply to Demand Ratio: 0.70

Supply apportioned by number of career paths Page 167 of 220 Career Path: 12.1 Correction Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 430104 Criminal Justice/Safety Studies Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 12 54 44 Bachelor's degrees 9 21 15 21 75 59

430199 Corrections and Criminal Justice, Other Associate's degrees 4 16 11 Bachelor's degrees 10 90 72 14 106 83

440701 Social Work Bachelor's degrees 87 168 141 Postbaccalaureate certificates 0 0 0 Master's degrees 56 112 96 Doctor's degrees 1 2 2 144 282 239

12.1 TOTAL SUPPLY 179 463 381 DEMAND SOC Occupation Average Annual Openings, 2012-25 211092 Probation Officers and Correctional Treatment Specialists 100 Bachelor's degree 331011 First-Line Supervisors of Correctional Officers 35 High school diploma or equivalent 333012 Correctional Officers and Jailers 340 High school diploma or equivalent

12.1 TOTAL DEMAND 475

SUPPLY: 381 DEMAND: 475 Demand minus Supply: 94 Supply to Demand Ratio: 0.80

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 381 DEMAND: 100 Demand minus Supply: -281 Supply to Demand Ratio: 3.81

Supply apportioned by number of career paths Page 168 of 220 Career Path: 12.2 Emergency and Fire Management Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 430203 Fire Science/Fire-fighting Awards of less than 1 academic year 20 0 6 Associate's degrees 29 47 40 49 47 46

510904 Emergency Medical Technology/Technician (EMT Paramedic) Awards of less than 1 academic year 165 519 414 Awards of at least 1 but less than 2 academic years 69 219 178 Associate's degrees 3 15 12 237 753 604

12.2 TOTAL SUPPLY 286 800 650 DEMAND SOC Occupation Average Annual Openings, 2012-25 292041 Emergency Medical Technicians and Paramedics 395 Postsecondary non-degree award 331021 First-Line Supervisors of Fire Fighting and Prevention Workers 70 Postsecondary non-degree award 332011 Firefighters 255 Postsecondary non-degree award 332021 Fire Inspectors and Investigators 10 High school diploma or equivalent 332022 Forest Fire Inspectors and Prevention Specialists 5 High school diploma or equivalent 435031 Police, Fire, & Ambulance Dispatchers 110 High school diploma or equivalent

12.2 TOTAL DEMAND 845

SUPPLY: 650 DEMAND: 845 Demand minus Supply: 195 Supply to Demand Ratio: 0.77

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 52 DEMAND: 720 Demand minus Supply: 668 Supply to Demand Ratio: 0.07

Supply apportioned by number of career paths Page 169 of 220 Career Path: 12.3 Security & Protective Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 300501 Peace Studies and Conflict Resolution Postbaccalaureate certificates 1 12 9 Master's degrees 3 33 26 44535

430107 Criminal Justice/Police Science Awards of less than 1 academic year 57 148 126 Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 28 18 18 85 166 144

430112 Securities Services Administration/Management Associate's degrees 1 6 3 Master's degrees 0 1 0 17 3

439999 Homeland Security, Law Enforcement, Firefighting and Related Awards of less than 1 academic year 2 15 10 Postbaccalaureate certificates 0 4 3 21913

12.3 TOTAL SUPPLY 92 237 195 DEMAND SOC Occupation Average Annual Openings, 2012-25 331099 First-Line Supervisors of Protective Service Workers, All Other 40 High school diploma or equivalent 333011 Bailiffs 10 High school diploma or equivalent 339031 Gaming Surveillance Officers & Gaming Investigator 0 High school diploma or equivalent 339032 Security Guards 1,050 High school diploma or equivalent 339091 Crossing Guards 55 High school diploma or equivalent 339092 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers 170 High school diploma or equivalent

12.3 TOTAL DEMAND 1,325

SUPPLY: 195 DEMAND: 1,325 Demand minus Supply: 1,130 Supply to Demand Ratio: 0.15

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 59

Demand minus Supply: -59 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 170 of 220 Career Path: 12.4 Law Enforcement Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 030204 Natural Resource Economics Bachelor's degrees 0 3 3 03 3

030601 Wildlife, Fish and Wildlands Science and Management Bachelor's degreesYes 12 10 10 Master's degreesYes 2 4 4 14 14 14

430103 Criminal Justice/Law Enforcement Administration Awards of at least 1 but less than 2 academic years 0 1 0 Associate's degrees 25 227 160 Bachelor's degrees 145 539 393 Master's degrees 13 15 17 183 782 570

430104 Criminal Justice/Safety Studies Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 12 54 44 Bachelor's degrees 9 21 15 21 75 59

430106 Forensic Science and Technology Bachelor's degreesYes 0 2 1 Postbaccalaureate certificatesYes 1 6 5 18 6

430107 Criminal Justice/Police Science Awards of less than 1 academic year 57 148 126 Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 28 18 18 85 166 144

430109 Security and Loss Prevention Services Awards of less than 1 academic year 0 0 0 00 0

12.4 TOTAL SUPPLY 304 1,048 796 DEMAND SOC Occupation Average Annual Openings, 2012-25 194092 Forensic Science Technicians 15 Bachelor's degree 331012 First-Line Supervisors of Police and Detectives 75 High school diploma or equivalent 333021 Detectives and Criminal Investigators 55 High school diploma or equivalent 333031 Fish and Game Wardens 10 High school diploma or equivalent 333041 Parking Enforcement Workers 5 High school diploma or equivalent

Supply apportioned by number of career paths Page 171 of 220 Career Path: 12.4 Law Enforcement Services

333051 Police and Sheriff's Patrol Officers 610 High school diploma or equivalent 333052 Transit and Railroad Police 5 High school diploma or equivalent 339011 Animal Control Workers 15 High school diploma or equivalent 339021 Private Detectives and Investigators 35 Some college, no degree 339099 Protective Service Workers, All Other 110 High school diploma or equivalent

12.4 TOTAL DEMAND 935

SUPPLY: 796 DEMAND: 935 Demand minus Supply: 139 Supply to Demand Ratio: 0.85

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 670 DEMAND: 50 Demand minus Supply: -620 Supply to Demand Ratio: 13.40

Supply apportioned by number of career paths Page 172 of 220 Career Path: 12.5 Legal Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 220001 Pre-Law Studies Associate's degrees 1 0 0 Bachelor's degrees 1 5 3 25 3

220101 Law First-professional degrees 239 240 239 239 240 239

220202 Programs for Foreign Lawyers Master's degrees 11 57 37 11 57 37

220301 Legal Administrative Assistant/Secretary Awards of less than 1 academic year 1 14 11 Awards of at least 1 but less than 2 academic years 0 0 0 Associate's degrees 0 1 0 11511

220302 Legal Assistant/Paralegal Awards of less than 1 academic year 18 83 86 Awards of at least 1 but less than 2 academic years 14 0 0 Associate's degrees 169 117 164 Bachelor's degrees 18 36 30 Postbaccalaureate certificates 19 0 0 238 236 280

220303 Court Reporting/Court Reporter Awards of less than 1 academic year 0 2 1 Associate's degrees 3 18 13 Awards of at least 2 but less than 4 academic years 3 0 0 62014

229999 Legal Professions and Studies, Other Master's degrees 3 3 6 33 6

12.5 TOTAL SUPPLY 500 576 590 DEMAND SOC Occupation Average Annual Openings, 2012-25 231011 Lawyers 275 Doctoral or professional degree 231012 Judicial Law Clerks 5 Doctoral or professional degree 231021 Administrative Law Judges, Adjudicators, and Hearing Officers 10 Bachelor's degree 231022 Arbitrators, Mediators, and Conciliators 5 Bachelor's degree 231023 Judges, Magistrate Judges, and Magistrates 15 Doctoral or professional degree

Supply apportioned by number of career paths Page 173 of 220 Career Path: 12.5 Legal Services

232011 Paralegals and Legal Assistants 195 Associate's degree 232091 Court Reporters 5 Postsecondary non-degree award 232093 Title Examiners, Abstractors, and Searchers 10 High school diploma or equivalent 232099 Legal Support Workers, All Other 5 High school diploma or equivalent 436012 Legal Secretaries 35 High school diploma or equivalent

12.5 TOTAL DEMAND 560

SUPPLY: 590 DEMAND: 560 Demand minus Supply: -30 Supply to Demand Ratio: 1.05

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 492 DEMAND: 510 Demand minus Supply: 18 Supply to Demand Ratio: 0.96

Supply apportioned by number of career paths Page 174 of 220 Career Path: 13.1 Production SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 410301 Chemical Technology/Technician Awards of at least 1 but less than 2 academic yearsYes 1 6 4 Associate's degreesYes 2 0 0 36 4

470105 Industrial Electronics Technology/Technician Awards of less than 1 academic year 8 19 19 Awards of at least 1 but less than 2 academic years 37 0 0 Awards of at least 2 but less than 4 academic years 10 60 35 55 79 54

470603 Autobody/Collision and Repair Technology/Technician Awards of less than 1 academic year 9 37 30 Awards of at least 1 but less than 2 academic years 90 0 0 Associate's degrees 8 39 31 Awards of at least 2 but less than 4 academic years 30 382 277 137 458 338

470607 Airframe Mechanics and Aircraft Maintenance Technology/Technician Awards of less than 1 academic year 24 0 0 Awards of at least 1 but less than 2 academic years 16 24 15 Awards of at least 2 but less than 4 academic years 4 41 31 44 65 46

470608 Aircraft Powerplant Technology/Technician Awards of less than 1 academic year 43 126 106 Awards of at least 1 but less than 2 academic years 27 0 0 Awards of at least 2 but less than 4 academic years 23 154 107 93 280 213

470609 Avionics Maintenance Technology/Technician Awards of at least 1 but less than 2 academic years 4 16 15 Associate's degrees 23 12 15 Awards of at least 2 but less than 4 academic years 0 0 0 27 28 30

470615 Engine Machinist Awards of at least 1 but less than 2 academic years 5 7 0 Associate's degrees 0 0 0 57 0

480501 Machine Tool Technology/Machinist Awards of less than 1 academic year 24 79 68 Awards of at least 1 but less than 2 academic years 49 114 108 Associate's degrees 1 6 5 Awards of at least 2 but less than 4 academic years 15 105 70 89 304 251

Supply apportioned by number of career paths Page 175 of 220 Career Path: 13.1 Production

480503 Machine Shop Technology/Assistant Awards of less than 1 academic year 28 0 0 Awards of at least 1 but less than 2 academic years 70 0 0 Associate's degrees 1 0 0 Awards of at least 2 but less than 4 academic years 23 194 126 122 194 126

480507 Tool and Die Technology/Technician Awards of less than 1 academic year 1 3 2 Awards of at least 1 but less than 2 academic years 8 8 6 Associate's degrees 0 0 0 9118

480508 Welding Technology/Welder Awards of less than 1 academic year 61 172 139 Awards of at least 1 but less than 2 academic years 234 1,035 805 Associate's degrees 2 0 0 Awards of at least 2 but less than 4 academic years 1 0 0 298 1,207 944

489999 Precision Production, Other Awards of at least 1 but less than 2 academic years 0 0 0 00 0

510603 Dental Laboratory Technology/Technician Awards of less than 1 academic year 4 18 13 Awards of at least 1 but less than 2 academic years 11 12 11 15 30 24

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

13.1 TOTAL SUPPLY 901 2,676 2,044 DEMAND SOC Occupation Average Annual Openings, 2012-25 435111 Weighers, Measurers, Checkers, Samplers, Reckeep 80 High school diploma or equivalent 511011 First-Line Supervisors of Production and Operating Workers 195 Postsecondary non-degree award 512011 Aircraft Structure, Surfaces, Rigging, and Systems Assemblers 10 High school diploma or equivalent 512021 Coil Winders, Tapers, & Finishers 10 High school diploma or equivalent 512022 Electrical & Electronic Equipment Assemblers 25 High school diploma or equivalent 512023 Electromechanical Equipment Assemblers 10 High school diploma or equivalent 512031 Engine and Other Machine Assemblers 20 High school diploma or equivalent 512091 Fiberglass Laminators & Fabricators 15 High school diploma or equivalent

Supply apportioned by number of career paths Page 176 of 220 Career Path: 13.1 Production

512092 Team Assemblers 1,025 High school diploma or equivalent 512093 Timing Device Assemblers and Adjusters 0 High school diploma or equivalent 512099 Assemblers & Fabricators, All Other 565 High school diploma or equivalent 513021 Butchers and Meat Cutters 75 Less than high school 513023 Slaughterers and Meat Packers 10 Less than high school 514011 Computer-Controlled Machine Tool Operators, Metal and Plastic 95 High school diploma or equivalent 514012 Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic 15 High school diploma or equivalent 514021 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic 80 High school diploma or equivalent 514022 Forging Machine Setters, Operators, and Tenders, Metal and Plastic 15 High school diploma or equivalent 514023 Rolling Machine Setters, Operators, and Tenders, Metal and Plastic 15 High school diploma or equivalent 514031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Pl 60 High school diploma or equivalent 514032 Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic 5 High school diploma or equivalent 514033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tend 45 High school diploma or equivalent 514034 Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic 30 High school diploma or equivalent 514035 Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic 10 High school diploma or equivalent 514041 Machinists 185 High school diploma or equivalent 514051 Metal-Refining Furnace Operators & Tenders 25 High school diploma or equivalent 514052 Pourers & Casters, Metal 10 High school diploma or equivalent 514061 Model Makers, Metal and Plastic 0 High school diploma or equivalent 514062 Patternmakers, Metal and Plastic 0 High school diploma or equivalent 514071 Foundry Mold and Coremakers 5 High school diploma or equivalent 514072 Molding, Coremaking, & Casting Machine Setters, 30 High school diploma or equivalent 514081 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic 60 High school diploma or equivalent 514111 Tool and Die Makers 15 High school diploma or equivalent 514121 Welders, Cutters, Solderers, and Brazers 285 High school diploma or equivalent 514122 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders 40 High school diploma or equivalent 514191 Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic 40 High school diploma or equivalent

Supply apportioned by number of career paths Page 177 of 220 Career Path: 13.1 Production

514192 Layout Workers, Metal and Plastic 5 High school diploma or equivalent 514193 Plating & Coating Machine Setters, Operators, Tend 40 High school diploma or equivalent 514194 Tool Grinders, Filers, and Sharpeners 5 High school diploma or equivalent 514199 Metal Workers and Plastic Workers, All Other 0 High school diploma or equivalent 516031 Sewing Machine Operators 25 Less than high school 516041 Shoe and Leather Workers and Repairers 5 High school diploma or equivalent 516051 Sewers, Hand 0 Less than high school 516061 Textile Bleaching & Dyeing Machine Operators and 5 High school diploma or equivalent 516062 Textile Cutting Machine Setters, Operators, & Te 10 High school diploma or equivalent 516063 Textile Knitting & Weaving Machine Setters, Oper 0 High school diploma or equivalent 516064 Textile Winding, Twisting, & Drawing Out Machine 10 High school diploma or equivalent 516091 Extruding & Forming Machine Setters, Operators, 5 High school diploma or equivalent 516092 Fabric and Apparel Patternmakers 0 High school diploma or equivalent 516093 Upholsterers 30 High school diploma or equivalent 516099 Textile, Apparel, & Furnishings Workers, All Oth 0 High school diploma or equivalent 517011 Cabinetmakers and Bench Carpenters 45 High school diploma or equivalent 517021 Furniture Finishers 5 High school diploma or equivalent 517031 Model Makers, Wood 0 High school diploma or equivalent 517032 Patternmakers, Wood 0 High school diploma or equivalent 517041 Sawing Machine Setters, Operators, and Tenders, Wood 60 High school diploma or equivalent 517042 Woodworking Machine Setters, Operators, and Tenders, Except Sawing 15 High school diploma or equivalent 517099 Woodworkers, All Other 20 High school diploma or equivalent 518011 Nuclear Power Reactor Operators 10 High school diploma or equivalent 518012 Power Distributors & Dispatchers 0 High school diploma or equivalent 518013 Power Plant Operators 20 High school diploma or equivalent 518091 Chemical Plant and System Operators 55 High school diploma or equivalent 518099 Plant & System Operators, All Other 15 High school diploma or equivalent

Supply apportioned by number of career paths Page 178 of 220 Career Path: 13.1 Production

519011 Chemical Equipment Operators and Tenders 15 High school diploma or equivalent 519021 Crushing, Grinding, & Polishing Machine Setters, 15 High school diploma or equivalent 519022 Grinding & Polishing Workers, Hand 25 Less than high school 519023 Mixing & Blending Machine Setters, Operators, Tend 145 High school diploma or equivalent 519031 Cutters & Trimmers, Hand 15 Less than high school 519032 Cutting & Slicing Machine Setters, Operators, Tend 45 High school diploma or equivalent 519041 Extruding, Forming, Pressing, & Compacting Machine 40 High school diploma or equivalent 519051 Furnace, Kiln, Oven, Drier, & Kettle Operators 25 High school diploma or equivalent 519071 Jewelers and Precious Stone and Metal Workers 5 High school diploma or equivalent 519081 Dental Laboratory Technicians 25 High school diploma or equivalent 519083 Ophthalmic Laboratory Technicians 35 High school diploma or equivalent 519111 Packaging & Filling Machine Operators and Tender 380 High school diploma or equivalent 519121 Coating, Painting, & Spraying Machine Setters, Ope 45 High school diploma or equivalent 519122 Painters, Transportation Equipment 15 High school diploma or equivalent 519123 Painting, Coating, & Decorating Workers 15 High school diploma or equivalent 519141 Semiconductor Processors 0 Associate's degree 519151 Photo Process Workers & Processing Machine Operato 40 High school diploma or equivalent 519191 Adhesive Bonding Machine Operators & Tenders 10 High school diploma or equivalent 519192 Cleaning, Washing, & Metal Pickling Equipment Op 5 Less than high school 519193 Cooling & Freezing Eq Operators and Tenders 5 High school diploma or equivalent 519194 Etchers and Engravers 0 High school diploma or equivalent 519195 Molders, Shapers, & Casters, Exc Metal and Plastic 35 High school diploma or equivalent 519196 Paper Goods Machine Setters, Operators, & Tenders 30 High school diploma or equivalent 519197 Tire Builders 45 High school diploma or equivalent 519198 Helpers--Production Workers 350 Less than high school 537063 Machine Feeders & Offbearers 45 Less than high school

13.1 TOTAL DEMAND 4,900

Supply apportioned by number of career paths Page 179 of 220 Career Path: 13.1 Production

SUPPLY: 2,044 DEMAND: 4,900 Demand minus Supply: 2,856 Supply to Demand Ratio: 0.42

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 700 DEMAND: 195 Demand minus Supply: -505 Supply to Demand Ratio: 3.59

Supply apportioned by number of career paths Page 180 of 220 Career Path: 13.2 Manufacturing Production Process Development SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 150101 Architectural Engineering Technology/Technician Awards of less than 1 academic yearYes 8 57 41 Associate's degreesYes 14 13 17 Bachelor's degreesYes 2 0 0 24 70 58

150303 Electrical, Electronic and Communications Engineering Technology/Technician Awards of less than 1 academic yearYes 18 84 62 Associate's degreesYes 217 355 360 Bachelor's degreesYes 35 82 72 270 521 494

150399 Electrical and Electronic Engineering Technologies/Technicians, Other Awards of less than 1 academic yearYes 7 0 0 Awards of at least 1 but less than 2 academic yearsYes 8 0 0 Associate's degreesYes 86 153 63 Awards of at least 2 but less than 4 academic yearsYes 3 0 0 Bachelor's degreesYes 13 266 107 117 419 170

150401 Biomedical Technology/Technician Associate's degreesYes 0 0 0 Awards of at least 2 but less than 4 academic yearsYes 3 22 15 32215

150403 Electromechanical Technology/Electromechanical Engineering Technology Awards of less than 1 academic yearYes 5 18 17 Awards of at least 1 but less than 2 academic yearsYes 3 7 11 Associate's degreesYes 5 0 0 13 25 28

150405 Robotics Technology/Technician Awards of less than 1 academic yearYes 2 0 0 Awards of at least 1 but less than 2 academic yearsYes 1 0 0 Associate's degreesYes 0 0 0 30 0

150501 Heating, Ventilation, Air Conditioning and Refrigeration Engineering Technology/Technician Awards of less than 1 academic yearYes 1 4 3 Awards of at least 1 but less than 2 academic yearsYes 18 130 97 Associate's degreesYes 14 86 61 Awards of at least 2 but less than 4 academic yearsYes 2 18 14 35 238 175

150503 Energy Management and Systems Technology/Technician Associate's degreesYes 0 0 0 00 0

Supply apportioned by number of career paths Page 181 of 220 Career Path: 13.2 Manufacturing Production Process Development

150505 Solar Energy Technology/Technician Awards of less than 1 academic yearYes 1 8 6 Awards of at least 1 but less than 2 academic yearsYes 3 39 31 44737

150607 Plastics and Polymer Engineering Technology/Technician Awards of less than 1 academic yearYes 2 2 0 Awards of at least 1 but less than 2 academic yearsYes 2 21 17 42317

150612 Industrial Technology/Technician Awards of less than 1 academic yearYes 1 4 4 Awards of at least 1 but less than 2 academic yearsYes 1 0 0 Associate's degreesYes 76 219 152 Bachelor's degreesYes 48 38 38 Master's degreesYes 7 8 6 133 269 200

150613 Manufacturing Engineering Technology/Technician Awards of less than 1 academic yearYes 0 0 0 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 5 22 14 Bachelor's degreesYes 3 5 2 82716

150699 Industrial Production Technologies/Technicians, Other Awards of less than 1 academic yearYes 0 0 0 Associate's degreesYes 27 48 88 Bachelor's degreesYes 7 8 21 Master's degreesYes 1 2 3 35 58 112

150801 Aeronautical/Aerospace Engineering Technology/Technician Bachelor's degreesYes 9 8 9 98 9

150805 Mechanical Engineering/Mechanical Technology/Technician Associate's degreesYes 23 0 0 Bachelor's degreesYes 0 0 0 23 0 0

151201 Computer Engineering Technology/Technician Awards of less than 1 academic yearYes 10 32 18 Associate's degreesYes 22 0 0 Bachelor's degreesYes 10 0 0 42 32 18

151202 Computer Technology/Computer Systems Technology Awards of less than 1 academic yearYes 7 25 23 Awards of at least 1 but less than 2 academic yearsYes 9 44 36 Associate's degreesYes 37 145 120 Awards of at least 2 but less than 4 academic yearsYes 2 2 0 55 216 179

Supply apportioned by number of career paths Page 182 of 220 Career Path: 13.2 Manufacturing Production Process Development

151301 Drafting and Design Technology/Technician, General Awards of less than 1 academic yearYes 20 0 0 Awards of at least 1 but less than 2 academic yearsYes 55 36 58 Associate's degreesYes 24 0 0 Awards of at least 2 but less than 4 academic yearsYes 10 4 0 109 40 58

151302 CAD/CADD Drafting and/or Design Technology/Technician Awards of at least 1 but less than 2 academic yearsYes 1 2 3 Associate's degreesYes 29 128 101 30 130 104

151306 Mechanical Drafting and Mechanical Drafting CAD/CADD Awards of less than 1 academic yearYes 0 2 1 Awards of at least 1 but less than 2 academic yearsYes 15 0 0 15 2 1

151399 Drafting/Design Engineering Technologies/Technicians, Other Associate's degreesYes 7 0 0 Awards of at least 2 but less than 4 academic yearsYes 2 0 0 90 0

151501 Engineering/Industrial Management Bachelor's degreesYes 14 63 41 Postbaccalaureate certificatesYes 1 8 7 Master's degreesYes 4 21 15 19 92 63

410301 Chemical Technology/Technician Awards of at least 1 but less than 2 academic yearsYes 1 6 4 Associate's degreesYes 2 0 0 36 4

510916 Radiation Protection/Health Physics Technician Associate's degrees 2 21 17 22117

521801 Sales, Distribution, and Marketing Operations, General Awards of less than 1 academic year 0 0 0 Associate's degrees 2 0 0 Bachelor's degrees 1 2 2 32 2

13.2 TOTAL SUPPLY 968 2,268 1,777 DEMAND SOC Occupation Average Annual Openings, 2012-25 131023 Purchasing Agents, Except Wholesale, Retail, and Farm Products 140 High school diploma or equivalent 173012 Electrical and Electronics Drafters 10 Associate's degree 173013 Mechanical Drafters 25 Associate's degree 173019 Drafters, All Other 5 Associate's degree

Supply apportioned by number of career paths Page 183 of 220 Career Path: 13.2 Manufacturing Production Process Development

173021 Aerospace Engineering and Operations Technicians 0 Associate's degree 173023 Electrical and Electronics Engineering Technicians 70 Associate's degree 173024 Electro-Mechanical Technicians 5 Associate's degree 173026 Industrial Engineering Technicians 25 Associate's degree 173027 Mechanical Engineering Technicians 15 Associate's degree 173029 Engineering Technicians, Except Drafters, All Other 15 Associate's degree 194031 Chemical Technicians 20 Associate's degree 194051 Nuclear Technicians 25 Associate's degree

13.2 TOTAL DEMAND 355

SUPPLY: 1,777 DEMAND: 355 Demand minus Supply: -1,422 Supply to Demand Ratio: 5.01

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,345 DEMAND: 215 Demand minus Supply: -1,130 Supply to Demand Ratio: 6.26

Supply apportioned by number of career paths Page 184 of 220 Career Path: 13.3 Maintenance, Installation & Repair SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 150401 Biomedical Technology/Technician Associate's degreesYes 0 0 0 Awards of at least 2 but less than 4 academic yearsYes 3 22 15 32215

460301 Electrical and Power Transmission Installation/Installer, General Awards of less than 1 academic year 0 0 0 Awards of at least 1 but less than 2 academic years 4 2 2 42 2

460302 Electrician Awards of less than 1 academic year 11 23 17 Awards of at least 1 but less than 2 academic years 30 114 82 Associate's degrees 1 7 5 Awards of at least 2 but less than 4 academic years 1 6 5 43 150 109

460401 Building/Property Maintenance Awards of less than 1 academic year 1 9 7 Awards of at least 1 but less than 2 academic years 1 12 9 Associate's degrees 0 1 1 22217

470101 Electrical/Electronics Equipment Installation and Repair, General Awards of less than 1 academic year 31 32 35 Awards of at least 1 but less than 2 academic years 104 122 131 Associate's degrees 8 0 0 Awards of at least 2 but less than 4 academic years 4 4 0 147 158 166

470103 Communications Systems Installation and Repair Technology Bachelor's degrees 0 0 0 00 0

470104 Computer Installation and Repair Technology/Technician Awards of less than 1 academic year 10 42 32 Awards of at least 1 but less than 2 academic years 49 72 81 Awards of at least 2 but less than 4 academic years 7 57 42 66 171 155

470105 Industrial Electronics Technology/Technician Awards of less than 1 academic year 8 19 19 Awards of at least 1 but less than 2 academic years 37 0 0 Awards of at least 2 but less than 4 academic years 10 60 35 55 79 54

470110 Security System Installation, Repair, and Inspection Technology/Technician Awards of at least 1 but less than 2 academic years 0 2 1 Associate's degrees 0 2 1 04 2

Supply apportioned by number of career paths Page 185 of 220 Career Path: 13.3 Maintenance, Installation & Repair

470303 Industrial Mechanics and Maintenance Technology Awards of less than 1 academic year 39 51 46 Awards of at least 1 but less than 2 academic years 111 258 233 Associate's degrees 1 0 0 Awards of at least 2 but less than 4 academic years 12 80 50 163 389 329

470399 Heavy/Industrial Equipment Maintenance Technologies, Other Awards of less than 1 academic year 15 0 0 Awards of at least 1 but less than 2 academic years 50 0 0 Associate's degrees 1 4 3 Awards of at least 2 but less than 4 academic years 10 7 5 76 11 8

470403 Locksmithing and Safe Repair Awards of at least 1 but less than 2 academic years 0 0 0 00 0

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

13.3 TOTAL SUPPLY 563 1,015 863 DEMAND SOC Occupation Average Annual Openings, 2012-25 491011 First-Line Supervisors of Mechanics, Installers, and Repairers 315 High school diploma or equivalent 492011 Computer, Automated Teller, and Office Machine Repairers 50 Postsecondary non-degree award 492021 Radio, Cellular, and Tower Equipment Installers and Repairs 10 Associate's degree 492092 Electric Motor, Power Tool, and Related Repairers 15 Postsecondary non-degree award 492094 Electrical and Electronics Repairers, Commercial and Industrial Equipment 35 Postsecondary non-degree award 492097 Electronic Home Entertainment Equipment Installers and Repairers 30 Postsecondary non-degree award 492098 Security and Fire Alarm Systems Installers 90 High school diploma or equivalent 493053 Outdoor Power Equipment and Other Small Engine Mechanics 25 High school diploma or equivalent 499031 Home Appliance Repairers 15 High school diploma or equivalent 499041 Industrial Machinery Mechanics 220 High school diploma or equivalent 499043 Maintenance Workers, Machinery 35 High school diploma or equivalent 499062 Medical Equipment Repairers 50 Associate's degree 499063 Musical Instrument Repairers and Tuners 5 Postsecondary non-degree award

Supply apportioned by number of career paths Page 186 of 220 Career Path: 13.3 Maintenance, Installation & Repair

499064 Watch Repairers 0 High school diploma or equivalent 499069 Precision Instrument and Equipment Repairers, All Other 20 Associate's degree 499071 Maintenance and Repair Workers, General 845 High school diploma or equivalent 499091 Coin, Vending, & Amusement Machine Servicers & Rep 25 High school diploma or equivalent 499093 Fabric Menders, Except Garment 0 Less than high school 499094 Locksmiths and Safe Repairers 25 High school diploma or equivalent 519082 Medical Appliance Technicians 5 High school diploma or equivalent

13.3 TOTAL DEMAND 1,815

SUPPLY: 863 DEMAND: 1,815 Demand minus Supply: 952 Supply to Demand Ratio: 0.48

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 165 DEMAND: 215 Demand minus Supply: 50 Supply to Demand Ratio: 0.77

Supply apportioned by number of career paths Page 187 of 220 Career Path: 13.4 Quality Assurance SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 150702 Quality Control Technology/Technician Awards of less than 1 academic yearYes 7 9 4 79 4

13.4 TOTAL SUPPLY 79 4 DEMAND SOC Occupation Average Annual Openings, 2012-25 435061 Production, Planning, and Expediting Clerks 235 High school diploma or equivalent 519061 Inspectors, Testers, Sorters, Samplers, and Weighers 300 High school diploma or equivalent

13.4 TOTAL DEMAND 535

SUPPLY: 4 DEMAND: 535 Demand minus Supply: 531 Supply to Demand Ratio: 0.01

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Demand minus Supply: 0 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 188 of 220 Career Path: 14.1 Marketing Management SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 090900 Public Relations, Advertising, and Applied Communication Bachelor's degrees 0 2 1 02 1

090902 Public Relations/Image Management Bachelor's degrees 25 68 50 25 68 50

090903 Advertising Bachelor's degrees 48 8 26 48 8 26

190203 Consumer Merchandising/Retailing Management Bachelor's degrees 0 2 1 02 1

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

521401 Marketing/Marketing Management, General Bachelor's degrees 216 125 163 Master's degrees 5 11 9 221 136 172

521499 Marketing, Other Associate's degrees 0 3 2 Bachelor's degrees 5 0 0 53 2

521501 Real Estate Awards of less than 1 academic year 10 0 0 Bachelor's degrees 2 0 0 12 0 0

14.1 TOTAL SUPPLY 932 1,217 1,133

Supply apportioned by number of career paths Page 189 of 220 Career Path: 14.1 Marketing Management DEMAND SOC Occupation Average Annual Openings, 2012-25 112011 Advertising and Promotions Managers 35 Bachelor's degree 112021 Marketing Managers 145 Bachelor's degree 112022 Sales Managers 285 Bachelor's degree 112031 Public Relations and Fundraising Managers 55 Bachelor's degree 119141 Property, Real Estate, and Community Association Managers 245 High school diploma or equivalent

14.1 TOTAL DEMAND 765

SUPPLY: 1,133 DEMAND: 765 Demand minus Supply: -368 Supply to Demand Ratio: 1.48

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,116 DEMAND: 520 Demand minus Supply: -596 Supply to Demand Ratio: 2.15

Supply apportioned by number of career paths Page 190 of 220 Career Path: 14.2 Professional Sales SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 190203 Consumer Merchandising/Retailing Management Bachelor's degrees 0 2 1 02 1

520208 E-Commerce/Electronic Commerce Awards of less than 1 academic year 0 0 0 Associate's degrees 1 0 0 Bachelor's degrees 3 14 10 Master's degrees 0 0 0 41410

521501 Real Estate Awards of less than 1 academic year 10 0 0 Bachelor's degrees 2 0 0 12 0 0

521801 Sales, Distribution, and Marketing Operations, General Awards of less than 1 academic year 0 0 0 Associate's degrees 2 0 0 Bachelor's degrees 1 2 2 32 2

521804 Selling Skills and Sales Operations Bachelor's degrees 4 0 0 40 0

521902 Fashion Merchandising Associate's degrees 8 14 5 Bachelor's degrees 10 44 33 18 58 38

521904 Apparel and Accessories Marketing Operations Bachelor's degrees 0 2 1 02 1

521909 Special Products Marketing Operations Awards of less than 1 academic year 1 0 0 10 0

14.2 TOTAL SUPPLY 42 78 52 DEMAND SOC Occupation Average Annual Openings, 2012-25 271023 Floral Designers 45 High school diploma or equivalent 271026 Merchandise Displayers & Window Trimmers 35 High school diploma or equivalent 411011 First-Line Supervisors of Retail Sales Workers 1,005 High school diploma or equivalent 411012 First-Line Supervisors of Non-Retail Sales Workers 335 High school diploma or equivalent

Supply apportioned by number of career paths Page 191 of 220 Career Path: 14.2 Professional Sales

412022 Parts Salespersons 230 Less than high school 412031 Retail Salespersons 3,410 Less than high school 413011 Advertising Sales Agents 85 High school diploma or equivalent 413099 Sales Representatives, Services, All Other 570 High school diploma or equivalent 414011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Produc 300 Bachelor's degree 414012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific 830 High school diploma or equivalent 419011 Demonstrators and Product Promoters 40 High school diploma or equivalent 419021 Real Estate Brokers 45 High school diploma or equivalent 419022 Real Estate Sales Agents 100 High school diploma or equivalent 419031 Sales Engineers 35 Bachelor's degree 419041 Telemarketers 200 Less than high school 419091 Door-to-Door Sales Workers, News & Street Vendors 105 High school diploma or equivalent

14.2 TOTAL DEMAND 7,370

SUPPLY: 52 DEMAND: 7,370 Demand minus Supply: 7,318 Supply to Demand Ratio: 0.01

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 52 DEMAND: 335 Demand minus Supply: 283 Supply to Demand Ratio: 0.16

Supply apportioned by number of career paths Page 192 of 220 Career Path: 14.3 Merchandising SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 521801 Sales, Distribution, and Marketing Operations, General Awards of less than 1 academic year 0 0 0 Associate's degrees 2 0 0 Bachelor's degrees 1 2 2 32 2

521902 Fashion Merchandising Associate's degrees 8 14 5 Bachelor's degrees 10 44 33 18 58 38

521904 Apparel and Accessories Marketing Operations Bachelor's degrees 0 2 1 02 1

14.3 TOTAL SUPPLY 21 62 41 DEMAND SOC Occupation Average Annual Openings, 2012-25 131022 Wholesale and Retail Buyers, Except Farm Products 65 High school diploma or equivalent 412011 Cashiers 3,775 Less than high school 412012 Gaming Change Persons & Booth Cashiers 0 High school diploma or equivalent 412021 Counter & Rental Clerks 220 Less than high school 419012 Models 0 Less than high school 434151 Order Clerks 150 High school diploma or equivalent 536021 Parking Lot Attendants 50 Less than high school 536031 Automotive & Watercraft Service Attendants 90 Less than high school

14.3 TOTAL DEMAND 4,350

SUPPLY: 41 DEMAND: 4,350 Demand minus Supply: 4,309 Supply to Demand Ratio: 0.01

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 41

Demand minus Supply: -41 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 193 of 220 Career Path: 14.4 Marketing Communications SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 090100 Communication, General Bachelor's degrees 4 54 41 Master's degrees 0 3 3 45744

090101 Speech Communication and Rhetoric Associate's degrees 0 0 0 Bachelor's degrees 63 135 107 Master's degrees 6 0 0 Doctor's degrees 1 0 0 70 135 107

090900 Public Relations, Advertising, and Applied Communication Bachelor's degrees 0 2 1 02 1

090901 Organizational Communication, General Bachelor's degrees 5 23 17 52317

090902 Public Relations/Image Management Bachelor's degrees 25 68 50 25 68 50

090907 International and Intercultural Communication Bachelor's degrees 0 2 1 Master's degrees 1 9 7 1118

090999 Public Relations, Advertising, and Applied Communication, Ot Bachelor's degrees 10 36 24 10 36 24

14.4 TOTAL SUPPLY 115 332 251 DEMAND SOC Occupation Average Annual Openings, 2012-25 273031 Public Relations Specialists 140 Bachelor's degree

14.4 TOTAL DEMAND 140

SUPPLY: 251 DEMAND: 140 Demand minus Supply: -111 Supply to Demand Ratio: 1.79

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 251 DEMAND: 140 Demand minus Supply: -111 Supply to Demand Ratio: 1.79

Supply apportioned by number of career paths Page 194 of 220 Career Path: 14.5 Marketing Research SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 190203 Consumer Merchandising/Retailing Management Bachelor's degrees 0 2 1 02 1

521401 Marketing/Marketing Management, General Bachelor's degrees 216 125 163 Master's degrees 5 11 9 221 136 172

14.5 TOTAL SUPPLY 221 138 173 DEMAND SOC Occupation Average Annual Openings, 2012-25 131161 Market Research Analysts and Marketing Specialists 250 Bachelor's degree

14.5 TOTAL DEMAND 250

SUPPLY: 173 DEMAND: 250 Demand minus Supply: 77 Supply to Demand Ratio: 0.69

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 173 DEMAND: 250 Demand minus Supply: 77 Supply to Demand Ratio: 0.69

Supply apportioned by number of career paths Page 195 of 220 Career Path: 15.1 Engineering and Technology SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 040201 Architecture Associate's degrees 0 0 0 Bachelor's degrees 18 22 21 Master's degrees 4 13 11 22 35 32

040301 City/Urban, Community and Regional Planning Postbaccalaureate certificates 0 0 0 Master's degrees 6 1 3 61 3

040401 Environmental Design/Architecture Bachelor's degrees 2 8 5 28 5

140101 Engineering, General Associate's degreesYes 2 17 15 Bachelor's degreesYes 40 0 4 Master's degreesYes 9 12 11 Doctor's degreesYes 6 10 7 57 39 37

140201 Aerospace, Aeronautical and Astronautical/Space Engineering Bachelor's degreesYes 9 24 20 Master's degreesYes 3 6 5 Doctor's degreesYes 1 2 1 13 32 26

140301 Agricultural Engineering Bachelor's degreesYes 2 4 4 Master's degreesYes 1 2 1 Doctor's degreesYes 0 0 0 36 5

140401 Architectural Engineering Bachelor's degreesYes 5 1 3 Postbaccalaureate certificatesYes 0 0 0 51 3

140501 Bioengineering and Biomedical Engineering Bachelor's degreesYes 23 28 23 Master's degreesYes 9 14 13 Doctor's degreesYes 3 4 4 35 46 40

140701 Chemical Engineering Bachelor's degreesYes 40 93 79 Master's degreesYes 7 0 0 Doctor's degreesYes 4 9 7 51 102 86

Supply apportioned by number of career paths Page 196 of 220 Career Path: 15.1 Engineering and Technology

140801 Civil Engineering, General Bachelor's degreesYes 59 117 99 Master's degreesYes 19 25 21 Doctor's degreesYes 3 9 7 81 151 127

140901 Computer Engineering, General Bachelor's degreesYes 15 0 6 Master's degreesYes 2 8 6 Doctor's degreesYes 0 2 1 17 10 13

141001 Electrical and Electronics Engineering Bachelor's degreesYes 90 49 70 Master's degreesYes 39 13 23 Doctor's degreesYes 8 14 11 137 76 104

141099 Electrical, Electronics and Communications Engineering, Other Awards of less than 1 academic yearYes 0 7 5 07 5

141101 Engineering Mechanics Bachelor's degreesYes 2 0 0 20 0

141201 Engineering Physics/Applied Physics Bachelor's degreesYes 1 0 0 10 0

141301 Engineering Science Bachelor's degreesYes 25 53 35 Master's degreesYes 4 4 3 Doctor's degreesYes 1 0 0 30 57 38

141401 Environmental/Environmental Health Engineering Master's degreesYes 5 7 6 Doctor's degreesYes 1 0 0 67 6

141801 Materials Engineering Bachelor's degreesYes 2 4 4 Master's degreesYes 2 4 3 Doctor's degreesYes 3 5 4 71311

141901 Mechanical Engineering Bachelor's degreesYes 85 187 156 Postbaccalaureate certificatesYes 0 2 2 Master's degreesYes 16 3 8 Doctor's degreesYes 3 2 1 104 194 167

Supply apportioned by number of career paths Page 197 of 220 Career Path: 15.1 Engineering and Technology

142001 Metallurgical Engineering Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

142301 Nuclear Engineering Bachelor's degreesYes 10 38 27 Postbaccalaureate certificatesYes 1 6 4 Master's degreesYes 6 14 11 Doctor's degreesYes 2 5 5 19 63 47

142701 Systems Engineering Doctor's degreesYes 1 3 2 13 2

143201 Polymer/Plastics Engineering Master's degreesYes 1 0 0 Doctor's degreesYes 1 0 0 20 0

143501 Industrial Engineering Bachelor's degreesYes 12 7 8 Master's degreesYes 7 0 0 Doctor's degreesYes 1 3 2 20 10 10

144201 Mechatronics, Robotics, and Automation Engineering Awards of less than 1 academic yearYes 0 2 1 Awards of at least 2 but less than 4 academic yearsYes 0 2 1 04 2

149999 Engineering, Other Associate's degreesYes 0 0 0 Bachelor's degreesYes 0 0 0 Master's degreesYes 10 11 15 10 11 15

150000 Engineering Technology, General Awards of less than 1 academic yearYes 9 154 119 Associate's degreesYes 39 199 146 Bachelor's degreesYes 113 191 172 Postbaccalaureate certificatesYes 1 9 7 Master's degreesYes 32 16 33 194 569 477

151501 Engineering/Industrial Management Bachelor's degreesYes 14 63 41 Postbaccalaureate certificatesYes 1 8 7 Master's degreesYes 4 21 15 19 92 63

Supply apportioned by number of career paths Page 198 of 220 Career Path: 15.1 Engineering and Technology

159999 Engineering Technologies and Engineering-Related Fields, Oth Awards of less than 1 academic yearYes 7 96 76 Associate's degreesYes 0 0 0 Bachelor's degreesYes 5 7 15 Master's degreesYes 2 0 2 14 103 93

401001 Materials Science Master's degreesYes 0 0 0 Doctor's degreesYes 1 5 4 15 4

15.1 TOTAL SUPPLY 859 1,645 1,421 DEMAND SOC Occupation Average Annual Openings, 2012-25 119041 Architectural and Engineering Managers 70 Bachelor's degree 172011 Aerospace Engineers 15 Bachelor's degree 172041 Chemical Engineers 20 Bachelor's degree 172061 Computer Hardware Engineers 20 Bachelor's degree 172071 Electrical Engineers 55 Bachelor's degree 172072 Electronics Engineers, Except Computer 40 Bachelor's degree 172111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors 30 Bachelor's degree 172112 Industrial Engineers 120 Bachelor's degree 172121 Marine Engineers and Naval Architects 5 Bachelor's degree 172131 Materials Engineers 5 Bachelor's degree 172141 Mechanical Engineers 125 Bachelor's degree 172151 Mining and Geological Engineers, Including Mining Safety Engineers 0 Bachelor's degree 172161 Nuclear Engineers 60 Bachelor's degree 172171 Petroleum Engineers 5 Bachelor's degree 172199 Engineers, All Other 105 Bachelor's degree

15.1 TOTAL DEMAND 675

SUPPLY: 1,421 DEMAND: 675 Demand minus Supply: -746 Supply to Demand Ratio: 2.11

Supply (Assoc or higher) / Demand (requires Assoc or higher)

Supply apportioned by number of career paths Page 199 of 220 Career Path: 15.1 Engineering and Technology

SUPPLY : 1,220 DEMAND: 675 Demand minus Supply: -545 Supply to Demand Ratio: 1.81

Supply apportioned by number of career paths Page 200 of 220 Career Path: 15.2 Science and Mathematics SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 010103 Agricultural Economics Master's degrees 4 2 2 42 2

030101 Natural Resources/Conservation, General Bachelor's degreesYes 3 8 8 Doctor's degreesYes 1 2 1 4109

030103 Environmental Studies Bachelor's degreesYes 11 0 0 Master's degreesYes 3 0 0 Doctor's degreesYes 1 4 3 15 4 3

030104 Environmental Science Bachelor's degreesYes 5 38 29 Master's degreesYes 1 8 7 64636

030201 Natural Resources Management and Policy Bachelor's degrees 9 12 12 91212

030501 Forestry, General Associate's degrees 0 0 0 Bachelor's degrees 5 1 2 Master's degrees 2 3 3 74 5

030502 Forest Sciences and Biology Bachelor's degreesYes 1 0 0 10 0

030601 Wildlife, Fish and Wildlands Science and Management Bachelor's degreesYes 12 10 10 Master's degreesYes 2 4 4 14 14 14

110101 Computer and Information Sciences, General Awards of less than 1 academic yearYes 2 6 4 Awards of at least 1 but less than 2 academic yearsYes 7 20 16 Associate's degreesYes 13 16 16 Awards of at least 2 but less than 4 academic yearsYes 1 3 2 Bachelor's degreesYes 29 19 27 Master's degreesYes 4 1 3 Doctor's degreesYes 0 0 0 56 65 68

Supply apportioned by number of career paths Page 201 of 220 Career Path: 15.2 Science and Mathematics

110103 Information Technology Awards of less than 1 academic yearYes 1 10 8 Awards of at least 1 but less than 2 academic yearsYes 3 6 4 Associate's degreesYes 21 0 0 Awards of at least 2 but less than 4 academic yearsYes 0 4 3 Bachelor's degreesYes 5 28 22 Postbaccalaureate certificatesYes 0 6 5 30 54 42

110199 Computer and Information Sciences, Other Awards of less than 1 academic yearYes 0 5 4 Associate's degreesYes 2 0 0 Bachelor's degreesYes 2 3 4 48 8

110401 Information Science/Studies Awards of less than 1 academic yearYes 0 0 1 Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 4 0 1 Bachelor's degreesYes 1 10 8 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 0 3 2 51312

110701 Computer Science Awards of at least 1 but less than 2 academic yearsYes 0 0 1 Associate's degreesYes 3 0 0 Bachelor's degreesYes 30 19 27 Master's degreesYes 9 14 11 Doctor's degreesYes 1 5 3 43 38 42

141201 Engineering Physics/Applied Physics Bachelor's degreesYes 1 0 0 10 0

151102 Surveying Technology/Surveying Awards of less than 1 academic yearYes 0 1 1 Bachelor's degreesYes 5 0 1 51 2

260101 Biology/Biological Sciences, General Associate's degreesYes 0 1 0 Bachelor's degreesYes 325 530 457 Master's degreesYes 19 25 24 Doctor's degreesYes 4 14 11 348 570 492

260202 Biochemistry Bachelor's degreesYes 10 44 34 Master's degreesYes 1 0 0 Doctor's degreesYes 3 4 4 14 48 38

Supply apportioned by number of career paths Page 202 of 220 Career Path: 15.2 Science and Mathematics

260203 Biophysics Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 00 0

260204 Molecular Biology Bachelor's degreesYes 8 58 32 Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 85832

260209 Radiation Biology/Radiobiology Awards of at least 1 but less than 2 academic yearsYes 0 0 0 Associate's degreesYes 2 0 0 20 0

260210 Biochemistry and Molecular Biology Bachelor's degreesYes 0 0 0 Master's degreesYes 0 1 1 Doctor's degreesYes 0 1 1 02 2

260301 Botany/Plant Biology Bachelor's degreesYes 0 0 0 Master's degreesYes 0 0 0 Doctor's degreesYes 1 0 0 10 0

260401 Cell/Cellular Biology and Histology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

260403 Anatomy Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

260406 Cell/Cellular and Molecular Biology Bachelor's degreesYes 2 13 9 Master's degreesYes 1 8 6 Doctor's degreesYes 6 26 16 94731

260499 Cell/Cellular Biology and Anatomical Sciences, Other Bachelor's degreesYes 3 0 0 30 0

260502 Microbiology, General Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 0 11 0

Supply apportioned by number of career paths Page 203 of 220 Career Path: 15.2 Science and Mathematics

260503 Medical Microbiology and Bacteriology Bachelor's degreesYes 1 0 0 Master's degreesYes 1 0 1 Doctor's degreesYes 4 0 0 60 1

260707 Animal Physiology Master's degreesYes 0 0 0 Doctor's degreesYes 1 0 0 10 0

260910 Pathology/Experimental Pathology Master's degreesYes 0 0 0 Doctor's degreesYes 1 1 1 11 1

261001 Pharmacology Master's degreesYes 1 8 6 Doctor's degreesYes 3 3 3 4119

261101 Biometry/Biometrics Master's degreesYes 0 0 0 00 0

261102 Biostatistics Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 1 1 2 11 2

261103 Bioinformatics Master's degreesYes 1 2 1 Doctor's degreesYes 0 4 3 16 4

261199 Biomathematics, Bioinformatics, and Computational Biology, Other Bachelor's degreesYes 0 0 0 Master's degreesYes 1 4 3 14 3

261201 Biotechnology Associate's degreesYes 1 4 3 14 3

261301 Ecology Bachelor's degreesYes 0 1 1 Master's degreesYes 1 0 0 Doctor's degreesYes 2 2 2 33 3

261305 Environmental Biology Bachelor's degreesYes 6 25 16 62516

Supply apportioned by number of career paths Page 204 of 220 Career Path: 15.2 Science and Mathematics

261307 Conservation Biology Bachelor's degreesYes 0 4 3 04 3

261310 Ecology and Evolutionary Biology Bachelor's degreesYes 0 5 4 05 4

261399 Ecology, Evolution, Systematics and Population Biology, Other Bachelor's degreesYes 1 0 0 10 0

261501 Neuroscience Bachelor's degreesYes 16 44 37 Master's degreesYes 0 1 0 Doctor's degreesYes 2 11 8 18 56 45

269999 Biological and Biomedical Sciences, Other Bachelor's degreesYes 3 2 5 Master's degreesYes 4 22 16 Doctor's degreesYes 5 15 13 12 39 34

270101 Mathematics, General Bachelor's degreesYes 85 119 112 Master's degreesYes 20 15 20 Doctor's degreesYes 5 9 8 110 143 140

270301 Applied Mathematics, General Bachelor's degreesYes 2 3 2 23 2

270501 Statistics, General Bachelor's degreesYes 3 0 1 Postbaccalaureate certificatesYes 1 5 4 Master's degreesYes 4 6 6 81111

300601 Systems Science and Theory Master's degreesYes 10 35 21 10 35 21

301101 Gerontology Postbaccalaureate certificates 2 16 13 21613

301301 Medieval and Renaissance Studies Bachelor's degrees 0 0 0 Postbaccalaureate certificates 0 0 0 00 0

Supply apportioned by number of career paths Page 205 of 220 Career Path: 15.2 Science and Mathematics

301701 Behavioral Sciences Bachelor's degreesYes 5 19 14 51914

301801 Natural Sciences Bachelor's degreesYes 0 0 0 00 0

302001 International/Global Studies Bachelor's degrees 19 241 162 19 241 162

302201 Ancient Studies/Civilization Bachelor's degrees 0 2 1 02 1

302202 Classical, Ancient Mediterranean and Near Eastern Studies and Archaeology Bachelor's degrees 1 3 2 13 2

302501 Cognitive Science Bachelor's degreesYes 9 29 17 92917

309999 Multi-/Interdisciplinary Studies, Other Associate's degrees 2 1 2 Bachelor's degrees 1,311 1,593 1,316 Master's degrees 20 50 48 Doctor's degrees 3 1 2 1,336 1,645 1,368

400501 Chemistry, General Associate's degreesYes 0 0 0 Bachelor's degreesYes 88 130 109 Master's degreesYes 11 20 18 Doctor's degreesYes 10 24 19 109 174 146

400508 Chemical Physics Bachelor's degreesYes 0 0 0 00 0

400599 Chemistry, Other Bachelor's degreesYes 1 5 4 15 4

400601 Geology/Earth Science, General Bachelor's degreesYes 23 59 48 Postbaccalaureate certificatesYes 0 0 0 Master's degreesYes 5 6 6 Doctor's degreesYes 1 3 2 29 68 56

Supply apportioned by number of career paths Page 206 of 220 Career Path: 15.2 Science and Mathematics

400603 Geophysics and Seismology Master's degreesYes 0 0 0 Doctor's degreesYes 0 0 0 00 0

400801 Physics, General Bachelor's degreesYes 22 48 40 Master's degreesYes 7 14 9 Doctor's degreesYes 6 4 4 35 66 53

400802 Atomic/Molecular Physics Bachelor's degreesYes 0 0 0 00 0

400899 Physics, Other Bachelor's degreesYes 0 1 1 01 1

401001 Materials Science Master's degreesYes 0 0 0 Doctor's degreesYes 1 5 4 15 4

419999 Science Technologies/Technicians, Other Associate's degreesYes 82 14 33 Bachelor's degreesYes 0 0 0 82 14 33

440501 Public Policy Analysis, General Bachelor's degrees 3 13 8 Master's degrees 1 0 0 4138

440502 Education Policy Analysis Master's degrees 2 25 19 22519

450101 Social Sciences, General Associate's degrees 0 0 0 Bachelor's degrees 75 63 68 Master's degrees 0 1 1 75 64 69

450201 Anthropology Bachelor's degrees 47 76 68 Master's degrees 7 2 4 Doctor's degrees 2 0 0 56 78 72

450299 Anthropology, Other Bachelor's degrees 0 1 1 01 1

Supply apportioned by number of career paths Page 207 of 220 Career Path: 15.2 Science and Mathematics

450301 Archeology Bachelor's degreesYes 1 2 2 12 2

450401 Criminology Bachelor's degrees 1 0 0 10 0

450601 Economics, General Associate's degrees 0 0 0 Bachelor's degrees 124 126 133 Master's degrees 13 15 13 Doctor's degrees 3 3 2 140 144 148

450604 Development Economics and International Development Master's degrees 1 14 11 11411

450605 International Economics Bachelor's degrees 2 4 4 24 4

450699 Economics, Other Bachelor's degrees 1 0 0 10 0

450701 Geography Bachelor's degrees 16 21 21 Master's degrees 4 4 5 Doctor's degrees 1 2 1 21 27 27

450702 Geographic Information Science and Cartography Awards of less than 1 academic yearYes 3 1 2 Associate's degreesYes 2 4 3 Postbaccalaureate certificatesYes 1 8 6 61311

450799 Geography, Other Bachelor's degrees 0 0 1 00 1

450901 International Relations and Affairs Bachelor's degrees 22 57 47 22 57 47

451001 Political Science and Government, General Bachelor's degrees 229 353 305 Master's degrees 5 7 6 Doctor's degrees 2 6 5 236 366 316

Supply apportioned by number of career paths Page 208 of 220 Career Path: 15.2 Science and Mathematics

451002 American Government and Politics (United States) Postbaccalaureate certificates 0 2 1 02 1

451099 Political Science and Government, Other Bachelor's degrees 0 2 2 02 2

451101 Sociology Associate's degrees 0 0 0 Bachelor's degrees 131 145 143 Master's degrees 8 7 7 Doctor's degrees 2 1 1 141 153 151

451201 Urban Studies/Affairs Bachelor's degrees 2 0 1 20 1

459999 Social Sciences, Other Bachelor's degrees 18 0 4 18 0 4

512202 Environmental Health Associate's degreesYes 1 2 1 Bachelor's degreesYes 3 0 0 Master's degreesYes 1 0 0 52 1

512205 Health/Medical Physics Master's degreesYes 2 7 4 27 4

512706 Medical Informatics Master's degreesYes 1 4 3 14 3

520601 Business/Managerial Economics Bachelor's degrees 58 5 20 Master's degrees 3 9 8 Doctor's degrees 2 3 3 63 17 31

521302 Business Statistics Master's degreesYes 0 2 2 02 2

540101 History, General Associate's degrees 0 0 0 Bachelor's degrees 196 318 273 Master's degrees 15 19 17 Doctor's degrees 4 14 12 215 351 302

Supply apportioned by number of career paths Page 209 of 220 Career Path: 15.2 Science and Mathematics

540102 American History (United States) Bachelor's degrees 0 0 0 00 0

540103 European History Bachelor's degrees 0 0 0 00 0

540105 Public/Applied History Postbaccalaureate certificates 0 1 1 Doctor's degrees 0 4 3 05 4

540199 History, Other Bachelor's degrees 4 10 6 Master's degrees 1 8 6 51812

15.2 TOTAL SUPPLY 3,426 5,008 4,280 DEMAND SOC Occupation Average Annual Openings, 2012-25 151111 Computer and Information Research Scientists 10 Doctoral or professional degree 152021 Mathematicians 0 Master's degree 152041 Statisticians 25 Master's degree 152091 Mathematical Technicians 5 Bachelor's degree 152099 Mathematical Science Occupations, All Other 0 Bachelor's degree 171021 Cartographers and Photogrammetrists 5 Bachelor's degree 191021 Biochemists and Biophysicists 10 Doctoral or professional degree 191022 Microbiologists 5 Bachelor's degree 191029 Biological Scientists, All Other 10 Doctoral or professional degree 191031 Conservation Scientists 0 Bachelor's degree 191099 Life Scientists, All Other 0 Bachelor's degree 192011 Astronomers 0 Doctoral or professional degree 192012 Physicists 20 Doctoral or professional degree 192021 Atmospheric and Space Scientists 0 Bachelor's degree 192031 Chemists 30 Bachelor's degree 192032 Materials Scientists 15 Bachelor's degree

Supply apportioned by number of career paths Page 210 of 220 Career Path: 15.2 Science and Mathematics

192041 Environmental Scientists and Specialists, Including Health 65 Bachelor's degree 192042 Geoscientists, Except Hydrologists and Geographers 15 Bachelor's degree 192043 Hydrologists 0 Master's degree 192099 Physical Scientists, All Other 10 Bachelor's degree 193011 Economists 5 Bachelor's degree 193022 Survey Researchers 15 Bachelor's degree 193041 Sociologists 0 Master's degree 193091 Anthropologists and Archeologists 10 Master's degree 193092 Geographers 0 Bachelor's degree 193093 Historians 5 Master's degree 193094 Political Scientists 5 Master's degree 193099 Social Scientists and Related Workers, All Other 10 Bachelor's degree 194061 Social Science Research Assistants 20 Associate's degree 194099 Life, Physical, and Social Science Technicians, All Other 30 Associate's degree

15.2 TOTAL DEMAND 325

SUPPLY: 4,280 DEMAND: 325 Demand minus Supply: -3,955 Supply to Demand Ratio: 13.17

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 4,239 DEMAND: 325 Demand minus Supply: -3,914 Supply to Demand Ratio: 13.04

Supply apportioned by number of career paths Page 211 of 220 Career Path: 16.1 Transportation Operations SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 490205 Truck and Bus Driver/Commercial Vehicle Operator and Instructor Awards of less than 1 academic year 140 0 34 Awards of at least 1 but less than 2 academic years 13 0 3 153 0 37

16.1 TOTAL SUPPLY 153 0 37 DEMAND SOC Occupation Average Annual Openings, 2012-25 531011 Aircraft Cargo Handling Supervisors 10 High school diploma or equivalent 531031 First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle O 145 High school diploma or equivalent 532011 Airline Pilots, Copilots, and Flight Engineers 40 Bachelor's degree 532012 Commercial Pilots 35 Postsecondary non-degree award 532031 Flight Attendants 15 High school diploma or equivalent 533011 Ambulance Drivers and Attendants, Except Emergency Medical Technicians 5 High school diploma or equivalent 533021 Bus Drivers, Transit and Intercity 110 High school diploma or equivalent 533022 Bus Drivers, School or Special Client 200 High school diploma or equivalent 533032 Heavy and Tractor-Trailer Truck Drivers 2,310 High school diploma or equivalent 533033 Light Truck or Delivery Services Drivers 505 High school diploma or equivalent 533041 Taxi Drivers & Chauffeurs 75 Less than high school 534011 Locomotive Engineers 30 High school diploma or equivalent 534012 Locomotive Firers 0 High school diploma or equivalent 534013 Rail Yard Engineers, Dinkey Operators, and Hostlers 0 High school diploma or equivalent 534021 Railroad Brake, Signal, and Switch Operators 20 High school diploma or equivalent 534031 Railroad Conductors and Yardmasters 25 High school diploma or equivalent 534041 Subway and Streetcar Operators 0 High school diploma or equivalent 535011 Sailors & Marine Oilers 80 Less than high school 535021 Captains, Mates, and Pilots of Water Vessels 45 Bachelor's degree 535022 Motorboat Operators 0 High school diploma or equivalent 535031 Ship Engineers 15 Bachelor's degree

Supply apportioned by number of career paths Page 212 of 220 Career Path: 16.1 Transportation Operations

536011 Bridge & Lock Tenders 0 Less than high school 537051 Industrial Truck & Tractor Operators 650 Less than high school

16.1 TOTAL DEMAND 4,315

SUPPLY: 37 DEMAND: 4,315 Demand minus Supply: 4,278 Supply to Demand Ratio: 0.01

Supply (Assoc or higher) / Demand (requires Assoc or higher)

DEMAND: 135 Demand minus Supply: 135 Supply to Demand Ratio: 0.00

Supply apportioned by number of career paths Page 213 of 220 Career Path: 16.2 Logistics Planning and Management Services SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 440401 Public Administration Bachelor's degrees 2 5 4 Master's degrees 17 49 37 Doctor's degrees 0 0 0 19 54 41

490101 Aeronautics/Aviation/Aerospace Science and Technology, General Bachelor's degreesYes 111 157 133 111 157 133

490104 Aviation/Airway Management and Operations Master's degrees 4 19 16 41916

520101 Business/Commerce, General Awards of less than 1 academic year 1 17 11 Awards of at least 1 but less than 2 academic years 1 0 0 Associate's degrees 7 18 17 Bachelor's degrees 47 41 43 Postbaccalaureate certificates 0 0 0 Master's degrees 10 13 11 66 89 82

520201 Business Administration and Management, General Awards of less than 1 academic year 2 3 3 Awards of at least 1 but less than 2 academic years 1 3 3 Associate's degrees 69 125 109 Bachelor's degrees 293 408 369 Postbaccalaureate certificates 0 0 0 Master's degrees 187 366 312 Doctor's degrees 3 4 3 555 909 799

520203 Logistics, Materials, and Supply Chain Management Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 2 23 17 Associate's degrees 0 1 1 Bachelor's degrees 56 180 143 59 204 161

520205 Operations Management and Supervision Awards of less than 1 academic year 0 4 3 Bachelor's degrees 2 0 0 Master's degrees 2 3 3 47 6

520209 Transportation/Mobility Management Awards of less than 1 academic year 1 17 14 11714

16.2 TOTAL SUPPLY 819 1,456 1,252

Supply apportioned by number of career paths Page 214 of 220 Career Path: 16.2 Logistics Planning and Management Services DEMAND SOC Occupation Average Annual Openings, 2012-25 113071 Transportation, Storage, and Distribution Managers 100 High school diploma or equivalent 131081 Logisticians 50 Bachelor's degree 435032 Dispatchers, Except Police, Fire, and Ambulance 140 High school diploma or equivalent

16.2 TOTAL DEMAND 290

SUPPLY: 1,252 DEMAND: 290 Demand minus Supply: -962 Supply to Demand Ratio: 4.32

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,201 DEMAND: 50 Demand minus Supply: -1,151 Supply to Demand Ratio: 24.02

Supply apportioned by number of career paths Page 215 of 220 Career Path: 16.4 Facility and Mobile Equipment Maintenance SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 150803 Automotive Engineering Technology/Technician Awards of less than 1 academic yearYes 2 0 0 Awards of at least 1 but less than 2 academic yearsYes 3 0 1 Awards of at least 2 but less than 4 academic yearsYes 1 0 0 60 1

460302 Electrician Awards of less than 1 academic year 11 23 17 Awards of at least 1 but less than 2 academic years 30 114 82 Associate's degrees 1 7 5 Awards of at least 2 but less than 4 academic years 1 6 5 43 150 109

470000 Mechanics and Repairers, General Associate's degrees 7 39 25 73925

470302 Heavy Equipment Maintenance Technology/Technician Awards of less than 1 academic year 1 0 0 Awards of at least 1 but less than 2 academic years 15 0 0 Associate's degrees 1 0 0 Awards of at least 2 but less than 4 academic years 3 25 19 20 25 19

470603 Autobody/Collision and Repair Technology/Technician Awards of less than 1 academic year 9 37 30 Awards of at least 1 but less than 2 academic years 90 0 0 Associate's degrees 8 39 31 Awards of at least 2 but less than 4 academic years 30 382 277 137 458 338

470604 Automobile/Automotive Mechanics Technology/Technician Awards of less than 1 academic year 69 222 190 Awards of at least 1 but less than 2 academic years 692 479 608 Associate's degrees 49 0 0 Awards of at least 2 but less than 4 academic years 191 1,513 1,134 1,001 2,214 1,932

470605 Diesel Mechanics Technology/Technician Awards of less than 1 academic year 7 33 29 Awards of at least 1 but less than 2 academic years 86 0 0 Associate's degrees 27 200 160 Awards of at least 2 but less than 4 academic years 13 79 57 133 312 246

470607 Airframe Mechanics and Aircraft Maintenance Technology/Technician Awards of less than 1 academic year 24 0 0 Awards of at least 1 but less than 2 academic years 16 24 15 Awards of at least 2 but less than 4 academic years 4 41 31 44 65 46

Supply apportioned by number of career paths Page 216 of 220 Career Path: 16.4 Facility and Mobile Equipment Maintenance

470608 Aircraft Powerplant Technology/Technician Awards of less than 1 academic year 43 126 106 Awards of at least 1 but less than 2 academic years 27 0 0 Awards of at least 2 but less than 4 academic years 23 154 107 93 280 213

470609 Avionics Maintenance Technology/Technician Awards of at least 1 but less than 2 academic years 4 16 15 Associate's degrees 23 12 15 Awards of at least 2 but less than 4 academic years 0 0 0 27 28 30

470611 Motorcycle Maintenance and Repair Technology/Technician Awards of less than 1 academic year 2 12 9 Awards of at least 1 but less than 2 academic years 4 34 25 64634

470613 Medium/Heavy Vehicle and Truck Technology/Technician Awards of at least 1 but less than 2 academic years 1 0 0 10 0

470614 Alternative Fuel Vehicle Technology/Technician Awards of at least 1 but less than 2 academic years 20 0 0 20 0 0

470699 Vehicle Maintenance and Repair Technologies, Other Awards of at least 1 but less than 2 academic years 23 0 0 Associate's degrees 2 0 0 25 0 0

479999 Mechanic and Repair Technologies/Technicians, Other Awards of less than 1 academic year 14 18 16 Awards of at least 1 but less than 2 academic years 16 0 0 Associate's degrees 3 0 0 Awards of at least 2 but less than 4 academic years 6 0 0 39 18 16

16.4 TOTAL SUPPLY 1,602 3,635 3,009 DEMAND SOC Occupation Average Annual Openings, 2012-25 474061 Rail-Track Laying and Maintenance Equipment Operators 5 High school diploma or equivalent 492091 Avionics Technicians 5 Postsecondary non-degree award 492093 Electrical and Electronics Installers and Repairers, Transportation Equipment 5 Postsecondary non-degree award 492096 Electronic Equipment Installers and Repairers, Motor Vehicles 5 Postsecondary non-degree award 493011 Aircraft Mechanics and Service Technicians 85 Postsecondary non-degree award 493021 Automotive Body and Related Repairers 140 High school diploma or equivalent 493022 Automotive Glass Installers and Repairers 15 High school diploma or equivalent

Supply apportioned by number of career paths Page 217 of 220 Career Path: 16.4 Facility and Mobile Equipment Maintenance

493023 Automotive Service Technicians and Mechanics 600 High school diploma or equivalent 493031 Bus and Truck Mechanics and Diesel Engine Specialists 180 High school diploma or equivalent 493042 Mobile Heavy Equipment Mechanics, Except Engines 105 High school diploma or equivalent 493043 Rail Car Repairers 10 High school diploma or equivalent 493051 Motorboat Mechanics and Service Technicians 20 High school diploma or equivalent 493052 Motorcycle Mechanics 20 High school diploma or equivalent 493091 Bicycle Repairers 5 High school diploma or equivalent 493092 Recreational Vehicle Service Technicians 20 High school diploma or equivalent 493093 Tire Repairers & Changers 85 High school diploma or equivalent 499097 Signal and Track Switch Repairers 0 Postsecondary non-degree award 537061 Cleaners of Vehicles & Equipment 205 Less than high school

16.4 TOTAL DEMAND 1,510

SUPPLY: 3,009 DEMAND: 1,510 Demand minus Supply: -1,499 Supply to Demand Ratio: 1.99

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 1,866 DEMAND: 100 Demand minus Supply: -1,766 Supply to Demand Ratio: 18.66

Supply apportioned by number of career paths Page 218 of 220 Career Path: 16.5 Transportation Systems/Infrastructure Planning, Management and Regulation SUPPLY

DEMAND SOC Occupation Average Annual Openings, 2012-25 532021 Air Traffic Controllers 25 Associate's degree 532022 Airfield Operations Specialists 5 High school diploma or equivalent 536041 Traffic Technicians 30 Less than high school

16.5 TOTAL DEMAND 60

SUPPLY: 0 DEMAND: 60 Demand minus Supply: 60 Supply to Demand Ratio: 0.00

Supply (Assoc or higher) / Demand (requires Assoc or higher)

DEMAND: 25 Demand minus Supply: 25 Supply to Demand Ratio: 0.00

Supply apportioned by number of career paths Page 219 of 220 Career Path: 16.7 Sales and Service SUPPLY Average Graduates CIP Program STEM 2000-12 2025 2012-25 520408 General Office Occupations and Clerical Services Awards of less than 1 academic year 3 0 0 Awards of at least 1 but less than 2 academic years 4 0 3 Associate's degrees 1 8 7 8810

16.7 TOTAL SUPPLY 8810 DEMAND SOC Occupation Average Annual Openings, 2012-25 433021 Billing & Posting Clerks 410 High school diploma or equivalent 435011 Cargo and Freight Agents 90 High school diploma or equivalent

16.7 TOTAL DEMAND 500

SUPPLY: 10 DEMAND: 500 Demand minus Supply: 490 Supply to Demand Ratio: 0.02

Supply (Assoc or higher) / Demand (requires Assoc or higher) SUPPLY : 7

Demand minus Supply: -7 Supply to Demand Ratio: -

Supply apportioned by number of career paths Page 220 of 220

Appendix 6. Career Path Summary SUPPLY DEMAND GAP Average Supply Average Annual Demand to Graduates Openings minus Demand Career Path 2000-2012 2025 2012-2025 2012-2025 Supply Rank Ratio Rank

1.1 Food Products and Processing Systems 93 117 104 315 211 24 0.33 24 1.2 Plant Systems 73 155 134 170 36 40 0.79 35 1.3 Animal Systems 62 73 64 285 221 23 0.22 20 1.4 Power, Structural & Technical Systems 3 6 5 95 90 37 0.05 10 1.5 Natural Resources Systems 807 1,445 1,226 135 -1,091 59 9.08 69 1.6 Environmental Service Systems 93 21 39 650 611 13 0.06 12 1.7 Agribusiness Systems 74 115 92 545 453 17 0.17 18 2.1 Design/Pre-Construction 1,052 1,719 1,507 535 -972 58 2.82 57 2.2 Construction 904 1,797 1,466 5,265 3,799 6 0.28 23 2.3 Maintenance/Operations 581 2,210 1,752 1,490 -262 50 1.18 43 3.2 Printing Technology 10 8 9 165 156 30 0.05 11 3.3 Visual Arts 485 774 683 245 -438 52 2.79 56 3.4 Performing Arts 1,442 2,966 2,484 440 -2,044 66 5.65 67 3.5 Journalism and Broadcasting 871 2,451 1,852 440 -1,412 61 4.21 62 3.6 Telecommunications 0 0 0 190 190 29 0.00 1 4.1 General Management 2,983 4,759 4,203 1,935 -2,268 68 2.17 52 4.2 Business Information Management 385 375 357 155 -202 48 2.30 53 4.3 Human Resources Management 65 412 318 750 432 18 0.42 27 4.4 Operations Management 780 1,581 1,308 1,355 47 39 0.97 41 4.5 Administrative Support 1,644 2,904 2,419 10,250 7,831 2 0.24 21 5.1 Administration and Administrative Support 1,913 2,077 1,787 385 -1,402 60 4.64 64 5.2 Professional Support Services 1,479 3,261 2,728 510 -2,218 67 5.35 66 5.3 Teaching/Training 20,837 52,888 35,529 5,615 -29,914 71 6.33 68 6.1 Securities & Investments 138 163 146 395 249 21 0.37 25 6.2 Business Finance 314 556 485 605 120 34 0.80 36 6.3 Accounting 224 522 450 840 390 19 0.54 30 6.4 Insurance 155 482 362 665 303 20 0.54 31 6.5 Banking Services 274 441 392 1,620 1,228 10 0.24 22 7.1 Governance 188 363 314 75 -239 49 4.19 61 7.4 Planning 40 24 25 225 200 25 0.11 15 7.5 Revenue and Taxation 177 296 265 85 -180 47 3.12 58 7.6 Regulation 8 23 18 245 227 22 0.07 13 7.7 Public Management and Administration 68 98 74 655 581 14 0.11 16 8.1 Therapeutic Services 7,216 30,928 16,286 9,765 -6,521 70 1.67 48 8.2 Diagnostic Services 435 896 722 855 133 33 0.84 38 8.3 Health Informatics 546 3,019 2,160 580 -1,580 65 3.72 60 8.4 Support Services 318 1,718 1,299 505 -794 55 2.57 55 8.5 Biotechnology Research and Development 98 267 193 55 -138 45 3.51 59 9.1 Restaurants and Food/Beverage Services 156 1,424 1,064 10,855 9,791 1 0.10 14 9.2 Lodging 32 105 80 2,915 2,835 8 0.03 9 9.3 Travel & Tourism 5 0 0 145 145 31 0.00 1 9.4 Recreation, Amusements & Attractions 250 344 316 515 199 26 0.61 32 10.1 Early Childhood Development & Services 0 2 2 1,430 1,428 9 0.00 3 10.2 Counseling & Mental Health Services 899 1,793 1,517 610 -907 56 2.49 54 10.3 Family & Community Services 1,370 2,449 2,035 1,505 -530 53 1.35 44 10.4 Personal Care Services 1,793 4,917 3,863 2,405 -1,458 63 1.61 47 10.5 Consumer Services 3 6 4 20 16 41 0.20 19 11.1 Network Systems 276 636 499 340 -159 46 1.47 45 11.2 Information Support and Services 186 217 219 415 196 27 0.53 29 11.3 Web and Digital Communications 80 129 111 0 -111 43 – – 11.4 Programming and Software Development 509 750 637 735 98 35 0.87 40 12.1 Correction Services 179 463 381 475 94 36 0.80 37 12.2 Emergency and Fire Management Services 286 800 650 845 195 28 0.77 34 12.3 Security & Protective Services 92 237 195 1,325 1,130 11 0.15 17 12.4 Law Enforcement Services 304 1,048 796 935 139 32 0.85 39 12.5 Legal Services 500 576 590 560 -30 42 1.05 42 13.1 Production 901 2,676 2,044 4,900 2,856 7 0.42 26 13.2 Manufacturing Production Process Development 968 2,268 1,777 355 -1,422 62 5.01 65 13.3 Maintenance, Installation & Repair 563 1,015 863 1,815 952 12 0.48 28 13.4 Quality Assurance 7 9 4 535 531 15 0.01 5 14.1 Marketing Management 932 1,217 1,133 765 -368 51 1.48 46 14.2 Professional Sales 42 78 52 7,370 7,318 3 0.01 4 14.3 Merchandising 21 62 41 4,350 4,309 4 0.01 7 14.4 Marketing Communications 115 332 251 140 -111 43 1.79 49 14.5 Marketing Research 221 138 173 250 77 38 0.69 33 15.1 Engineering and Technology 859 1,645 1,421 675 -746 54 2.11 51 15.2 Science and Mathematics 3,426 5,008 4,280 325 -3,955 69 13.17 70 16.1 Transportation Operations 153 0 37 4,315 4,278 5 0.01 6 16.2 Logistics Planning and Management Services 819 1,456 1,252 290 -962 57 4.32 63 16.4 Facility and Mobile Equipment Maintenance 1,602 3,635 3,009 1,510 -1,499 64 1.99 50 16.7 Sales and Service 8 8 10 500 490 16 0.02 8