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WHARTON UNDERGRADUATE CLASS OF 2017 CAREER PLANS SURVEY 19B

METHODOLOGY Students were asked through several e-mail requests and follow-up phone calls to complete an online Career Plans Survey. Follow-up emails and phone calls were sent between July and September 2017 to students who had not responded or who previously indicated they were “still seeking.” Plans were obtained for a total of 548 students out of 636 graduates. Of these, 511 filled out the survey and/or confirmed their information with Career Services, resulting in an 80% “response rate”. Data for an additional 37 graduates was verified via LinkedIn research, resulting in an 86% “knowledge rate.”

POST-GRADUATION PLANS: CLASS OF 2017

Plan Number21B Percent22B Full-time Employed 519 94.7% Military Service 3 0.5% Graduate School / Continuing Education 11 2.0% Seeking Full-time Employment 11 2.0% Seeking Graduate School / Continuing Education 2 0.4% Not Seeking Employment / Continuing Education 2 0.4%

FIVE-YEAR TREND OF PRIMARY PURSUITS AND AVERAGE SALARIES

Graduating Employed1B Graduate School / Average Salary and Range Class Continuing Education 2017 95.2% 2.0% $80,566 $30,000 - $175,000 2016 89.8% 5.8% $77,566 $28,000 - $150,000 2015 91.7% 3.1% $76,231 $20,000 - $150,000 2014 91.0% 3.4% $69,506 $30,000 - $112,000 2013 88.9% 4.2% $67,986 $28,000 - $120,000

“Employed” includes full-time employed, part-time employed, military services, and volunteer service

AVERAGE ANNUAL BASE SALARIES TREND

$85,000 $80,566 $80,000 $76,231 $77,566 $75,000 $69,506 $70,000 $67,986 $65,000 $60,000 2013 2014 2015 2016 2017

Report prepared by Barbara Hewitt, Senior Associate Director, Career Services, University of Pennsylvania, October 2017 1

INDUSTRIES OF EMPLOYED GRADUATES A vast majority of the Wharton Class of 2017 entered the Technology Other workforce following 14.7% 0.2% Communications graduation, with only 2% 1.2% opting to pursue graduate Retail Consulting 2.3% 19.6% school immediately. Real Estate Education / 2.7% Nonprofit We continued to see an 1.0% Manufacturing increase in the percentage of 3.7% students entering the Transportation Energy/Nat.Res. technology field, as well as real 0.2% 0.8% estate, and 0.6% Diversified Fin. hedge funds over the Class of Srvcs. Healthcare 2016. 4.7% 0.8% Fewer students entered the Government communications, venture 1.2% 3.9% capital, consulting and 0.4% insurance industries as compared to the Class of 2016. 5.2% Hospitality / Leisure / Investment Mgmt. Sports The average salary increased 4.8% 0.8% by about 4%. Investment Banking 31.4%

JOB FUNCTIONS OF EMPLOYED GRADUATES

Real Estate Other Management 2.9% 1.0% Communications 4.8% 0.6% Slightly under half of students Education entered a financial job function, Actuarial 0.4% with the popularity of investment 0.4% Marketing/ Sales/ banking roles increasing this year, Retail Info. Sys. / 9.5% Consulting along with trading, real estate, and Comp Sci. 22.1% 2.9% data analytics. Data Analytics Government 4.5% Less popular job functions this (various) Education year includes private equity, 0.8% (teaching/research) securities research, and venture Venture Capital 0.4% capital. 0.4% Engineering Trading 0.4% 3.3% Consulting and marketing/sales/ Commercial Investment Banking Securities Banking/Lending retail job functions remained 28.1% Research 1.7% popular as well with students from 1.4% Financial Risk Mgmt. the Class of 2017. Planning/Analysis 0.6% (non bnkg.) Sales (Financial) Healthcare & 1.4% 1.0% Private Equity Investment Nursing 4.5% Management 0.6% 6.6%

2

ANALYSIS OF EMPLOYED RESPONDENTS Starting Salaries and Bonuses

382 students who accepted full-time, post-graduate employment provided salary data, which is the basis for the averages in the following table. The figures listed below are salary only; they do not include bonuses.

53BAverage Base Salary by School and Gender

School/Program Average Range # Respondents % Respondents Overall $80,566 $30,000 – $175,000 382 100% Women $76,608 $32,000 – $115,000 173 45.3% Men $83,896 $30,000 – $175,000 209 54.7%

Wharton Only $78,293 $30,000 – $120,000 274 71.7% Women $75,625 $32,000 – $105,128 128 33.5% Men $80,632 $30,000 – $120,000 146 38.2%

4 Management & $95,158 $45,000 – $175,000 38 10.0% Technology Program Women $85,179 $57,500 – $115,000 14 3.7% Men $100,979 $45,000 – $175,000 24 6.3%

Huntsman Program $75,145 $50,000 – $95,000 25 6.6% Women $73,422 $60,000 – $85,000 11 2.9% Men $76,500 $50,000 – $95,000 14 3.7%

Life Sciences & $83,118 $75,000 – $85,000 14 3.6% Mgmt. Program Women $82,143 $75,000 – $85,000 7 1.8% Men $84,093 $80,000 – $85,000 7 1.8%

Dual Wharton & Arts $81,105 $52,000 – $130,000 19 5.0% and Sciences Women $77,000 $55,000 – $85,000 10 2.6% Men $85,667 $52,000 – $130,000 9 2.4%

Dual Wharton & $98,650 $72,500 – $135,000 10 2.6% Engineering Women * * 2 0.5% Men $101,438 $72,500 – $135,000 8 2.1%

Nursing & Health * * 2 0.6% Care Mgmt. Program Women * * 1 0.3% Men * * 1 0.3%

3 54B Average Bonuses by Gender

388 students indicated whether they had received a sign-on bonus, with 81% responding that they had received one. 336 students indicated whether they expected to receive an annual bonus, with 83% expecting such a bonus.

Bonus Type Overall Average Women Men Sign-on Bonus $12,703 $9,938 $14,984 Annual Bonus Amount (projected) $29,476 $21,297 $34,545

Interviewing Activity and Offer Information

U U OnU -Campus Recruiting (OCR) Interview Activity 2017 2016 Employers Conducting Interviews 290 334 Total Number of Interviews Held 8,394 8,910

Average Number of First Round Interviews and 2017 201U 6

Offers Per Student First Round Interviews 7.6 (0 – 70) 7.6 (0 – 75) Job Offers 1.8 (0 – 20) 1.8 (0 – 10)

Method of Obtaining Job Offer Accepted 2017 2016 On-Campus Recruiting (OCR) 23.4% 36.7% Previous OCR Employer (internship obtained through OCR, 23.8% 23.7% resulting in full-time offer) Previous Non-OCR Employer (internship not obtained through 22.9% 7.3% OCR, resulting in full-time offer) Applied Directly to Organization 10.9% 13.2% Family/Friends/Contacts (including academic department) 7.9% 8.8% Other Career Services Leads 8.1% 6.6% Other 3.0% 3.7% 46.7% of students accepting full-time jobs indicated that they previously interned with the employer who made the offer.

Date Job Offer was Received

447 graduates reported the date on which they received the offer for the position which they accepted. 94.4% received the offer prior to May 2017 graduation, with 83.5% receiving the offer before or during the fall semester.

DateU Received Offer %U of Graduates Prior to September 2016 45.2% September - December 2016 38.3% January - February 2017 4.0% March - May 2017 6.9%

June 2017 or later 5.6%

4 Geographic Distribution of Accepted Offers

514 students reported the location of their jobs. 5.1% accepted jobs outside of the United States.

State Number Percent Country/US Territory Number Percent

Alabama 1 0.2% Bermuda 1 0.2% California 72 14.0% Canada 2 0.4% Colorado 4 0.8% Germany 1 0.2% Connecticut 11 2.1% China 5 1.0% Delaware 1 2.1% India 2 0.4% District of Columbia 11 0.2% Japan 2 0.4% Florida 1 0.2% Kenya 1 0.2% Idaho 1 0.2% Korea, South 1 0.2% Illinois 14 2.7% Malaysia 1 0.2% Maryland 4 4.3% Morocco 1 0.2% Massachusetts 22 0.8% Netherlands 1 0.2% Minnesota 3 0.6% Oman 1 0.2% Missouri 1 0.2% Singapore 1 0.2% Nevada 1 1.6% Taiwan 1 0.2% New Jersey 8 0.2% United Arab Emirates 1 0.2% 267 52.0% United Kingdom 4 0.8% Ohio 1 0.2% Total 26 5.1% Pennsylvania 31 6.0% Rhode Island 1 0.2% Tennessee 1 0.2% Texas 9 1.8% Utah 1 0.2% Virginia 12 2.3% Washington 10 1.9% Total 488 94.9%

5

Employers with the Most Accepted Offers

Nearly 250 different employers hired students from the Wharton Class of 2017. Following are the employers that hired the largest number of students in the last two years.

2017 2016 # of # of Accepted Accepted Company55B Name Company Name Offers Offers 1. McKinsey & Co. 19 1. Boston Consulting Group 19 2. Bain & Co. 17 2. J.P. Morgan Chase & Co. 15 3. 15 3. 12 4. Boston Consulting Group 14 McKinsey & Co. 12 Suisse 14 5. Goldman Sachs 11 6. JP Morgan Chase & Co. 13 6. Barclays Capital 9 7. of America 11 7. BlackRock 8 IBM 11 8 Morgan Stanley 11 Accenture 8 10. Capital One 9 10. Bank of America 6 Citi 9 Bain & Company 6 Deloitte Consulting 9 American Express 6 13. Barclays 8 6 8 Evercore Partners 6 PJT Partners 8 Oliver Wyman 6 16. 7 16. Applied Predictive Technologies 5 17. Accenture 6 Microsoft 5 Applied Predictive Technologies 6 Moelis & Company 5 Facebook 6 IBM 5 Google 6 5 6 AB InBev 5 22. Amazon 5 22. Deloitte 4 5 PNC 4 Microsoft 5 PwC 4 Moelis & Co. 5 Censeo Consulting Group 4 RBC Capital Markets 5 Lazard 4 The Blackstone Group 5 Deutsche Bank 4 Greenhill & Co. 4

Employers Hiring Eight Or More Students

6 SALARIES BY INDUSTRY Includes the 382 respondents who reported industry and salary figures for full-time positions. Industry % Respondents Average Salary Salary Range COMMUNICATIONS (5) 1.3% $56,400 $40,000 – $70,000 Advertising / Public Relations (1) 0.2% * * Media and Entertainment (4) 1.1% $58,750 $40,000 – $70,000 * CONSULTING (79) 20.7% $76,174 $30,000 – $90,000

EDUCATION (2) 0.5% * * Elementary/Secondary Education (1) 0.2% * * Higher Education (1) 0.2% * *

ENERGY / NAT. RESOURCES / UTIL. (4) 1.0% $68,500 $55,000 - $99,000

FINANCIAL2B SERVICES (188) 49.2% $85,605 $36,000 – $175,000 Diversified (including 4.5% $73,141 $36,000 – $85,000 commercial / retail banking) (17) Hedge Fund (15) 3.9% $110,000 $85,000 – $175,000 Investment Banking / Brokerage (116) 30.4% $85,455 $45,000 – $105,128 Investment Management (18) 4.7% $81,528 $50,000 – $150,000 Private Equity (20) 5.2% $83,250 $70,000 – $120,000 Venture Capital (2) 0.5% * *

GOV3B ERNMENT (1) 0.2% * * Federal Government (1) 0.2% * *

HEALTHCARE6B (2) 0.5% * * Hospital (2) 0.5% * *

HOSPITALITY / LEISURE / SPORTS (3) 0.8% $56,000 $50,000 – $65,000

INSURANCE (2) 0.5% * *

MANUFACTURING10B (13) 3.4% $72,962 $60,000 – $100,000 Automotive (1) 0.2% * * Biomedical Products (1) 0.2% * * Consumer Products (10) 2.6% $71,350 $60,000 – $100,000 Manufacturing: Other (1) 0.2% * *

NONPROFIT (2) 0.5% * * Cultural Inst./Arts & Cultural Affairs (1) 0.2% * * Public Interest/Advocacy (1) 0.2% * *

REAL ESTATE / CONSTRUCTION (10) 2.6% $75,200 $48,000 – $100,000

RETAIL / WHOLESALE (10) 2.6% $66,050 $57,000 – $85,000

TECHNOLOGY (61) 16.0% $83,486 $45,000 – $135,000 *Salary statistics are not released for categories representing fewer than three respondents.

7 SALARIES BY JOB TYPE

Includes the 382 respondents who reported salary figures and job type for full-time positions.

b16 Job Type % Respondents Average Salary Salary Range ACCOUNTING (1) 0.2% * * Internal Accounting (1) 0.2% * *

ARTS AND CULTURE (1) 0.2% * * Administration (1) 0.2% * *

COMMUNICATIONS (2) 0.5% * * Advertising/Account Mgmt/Media Planning (1) 0.2% * * Public Relations (1) 0.2% * *

CONSULTING (91) 23.8% $81,238 $30,000 – $90,000 Management / Strategy (79) 20.6% $77,630 $55,000 – $90,000 Research (4) 1.1% $72,500 $60,000 – $80,000 Technical / Information Systems (8) 2.1% $72,125 $30,000 – $90,000

DATA SCIENCE (21) 5.5% $81,238 $50,000 – $120,000 Data Analyst (20) 5.2% $79,300 $50,000 – $120,000 Statistician (1) 0.2% * *

ECONOMICS (1) 0.2% * * Economic Research/Econometrics (1) 0.2% * *

ENERGY / ENVIRONMENT (1) 0.2% * * Management & Policy (1) 0.2% * *

ENGINEERING (2) 0.5% * * Project Management (2) 0.5% * *

FINANCE (179) 46.9% $85,652 $50,000 – $175,000 Commercial Banking / Lending (4) 1.1% $61,100 $57,200 – $70,000 Financial Planning & Analysis $64,500 $55,000 – $70,000 (non-banking) (6) 1.6% Investment Banking Analyst (104) 27.2% $86,203 $60,000 – $105,128 Investment Management (23) 6.0% $80,484 $50,000 – $110,000 Private Equity Analyst (18) 4.7% $84,167 $75,000 – $120,000 Risk Management (1) 0.2% * * Sales (3) 0.8% $80,000 $70,000 – $85,000 Securities Research Analyst (6) 1.6% $117,500 $85,000 – $175,000 Trading (12) 3.1% $99,917 $84,000 – $150,000 Venture Capital Analyst (2) 0.5% * *

GOVERNMENT (1) 0.2% * * Intelligence / Law Enforcement (1) 0.2% * *

HEALTHCARE (1) 0.2% * * Clinical Research (1) 0.2% * *

8 INFO. SYSTEMS/COMP. SCIENCE (15) 3.9% $103,059 $45,882 – $135,000 Program Manager (2) 0.5% * * Software Developer / Engineer (10) 2.6% $104,488 $45,882 – $135,000 Systems Engineer / Analyst (3) 0.8% $95,000 $70,000 – $135,000

INSURANCE42B (1) 0.2% * * Actuarial (1) 0.2% * *

MANAGEMENT48B (10) 2.6% $62,300 $36,000 – $85,000 Entrepreneur / Founder (1) 0.2% * * General Management (5) 1.3% $65,800 $36,000 – $85,000 Human Resources (2) 0.5% * * Operations Management (2) 0.5% * *

MARKETING49 (41) 10.7% $70,263 $32,000 – $100,000 Buyer / Merchandising (4) 1.0% $57,750 $57,000 – $60,000 Marketing Analysis / Research (10) 2.6% $61,800 $50,000 – $85,000 New Business Development (3) 0.8% $73,000 $60,000 – $89,000 Product / Brand Management (18) 4.7% $78,500 $62,000 – $92,000 Sales / Sales Management (4) 1.0% $71,190 $32,000 – $100,000 Social Media (2) 0.5% * *

NURSING (1) 0.2% * * Staff Nurse (1) 0.2% * *

REAL ESTATE (11) 2.9% $72,909 $48,000 – $95,000 Real Estate Development (1) 0.2% * * Real Estate Investment Analyst (9) 2.5% $77,111 $65,000 – $95,000 Real Estate Sales (1) 0.2% * *

OTHER (2) 0.5% * *

*Salary statistics are not released for categories representing fewer than three respondents.

9 Employment Pursuits by Undergraduate Concentration/Major

Wharton Single Degree Students

Accounting / Finance AB Bernstein, Research Associate: New York, NY Asset Manager (Employer Name Not Disclosed), Investment Principal: New York, NY Blackrock, Internal Audit Analyst: New York, NY , Analyst: New York, NY Credit Suisse, Analyst: Singapore Credit Suisse, Investment Banking Analyst: New York, NY Dodge & Cox, Research Associate: , CA Financo, Analyst: New York, NY Goldman Sachs, Analyst, New York, NY Goldman Sachs, Investment Banking Analyst: New York, NY JPMorgan Chase & Co, Investment Banking Analyst: San Francisco, CA Lazard, Analyst: New York, NY Millstein & Co., Financial Analyst: New York, NY Millstein & Co., Investment Banking Analyst: New York, NY Moelis & Company, Analyst: , CA Moelis & Company, Investment Banking Analyst: Los Angeles, CA PJT Partners, M&A Analyst: New York, NY Point 72 Asset Management, Associate Analyst: New York, NY US Air Force, Second Lieutenant: Location Not Disclosed Walt Disney Company, Financial Analyst: Burbank, CA

Accounting / Finance / Management Goldman Sachs, Analyst: New York, NY LionTree, Investment Banking Analyst: New York, NY

Accounting / Finance / Marketing Capital One, Product Analyst: McLean, VA Centerview Partners, Investment Banking Analyst: New York, NY

Accounting / Finance / Operations and Information Management McKinsey & Company, Business Analyst: New York, NY The Blackstone Group, Analyst: New York, NY

Accounting / Finance / Operations, Information and Decisions Greenhill & Co., Investment Banking Analyst: New York, NY

Accounting / Finance / Statistics Citi, Sales and Trading: New York, NY D. E. Shaw & Co., Hedge Fund Analyst: New York, NY D. E. Shaw & Co., Investment Analyst: New York, NY Silver Lake, Private Equity Analyst: Menlo Park, CA

Accounting / Legal Studies and Business Ethics e5 Solutions, Analyst: Boise, ID Frasca & Associates, Analyst: New York, NY

Accounting / Marketing Applied Predictive Technologies, Business Consultant: Washington, DC

Actuarial Science IBM, Consulting by Degrees: New York, NY Travelers, Actuarial Assistant – Leadership Development Program: Hartford, CT

Actuarial Science / Business Analytics / Finance Deloitte Consulting, Actuarial Analyst: New York, NY

10 Behavioral Economics / Finance Morgan Stanley, Analyst: Hong Kong, China

Behavioral Economics / Management Strategy&, Associate: New York, NY

Business Analytics Lazard, Investment Banking Analyst: New York, NY

Business Analytics / Finance , Credit Analyst: New York, NY Credit Suisse, Investment Banking Analyst: Los Angeles, CA , Private Equity Analyst: New York, NY

Business Analytics / Finance / Operations, Information and Decisions McKinsey & Company, Business Analyst: New York, NY

Business Analytics / Legal Studies and Business Ethics Deloitte Consulting, Business Technology Analyst: New York, NY

Business Analytics / Marketing IBM, Consultant: New York, NY

Business Analytics / Operations, Information and Decisions Appian Inc, Associate Solution Engineer: Reston, VA

Business Economics and Public Policy Citi, Markets Analyst: New York, NY

Business Economics and Public Policy / Finance Citi, Investment Banking Analyst: New York, NY RBC Capital Markets, Analyst: New York, NY

Business Economics and Public Policy / Health Care Management and Policy Renaissance Strategic Advisors, Analyst: Arlington, VA

Finance AB InBev, Global Management Trainee: St. Louis, MO Adyen, Software Engineer: Amsterdam, Netherlands AlixPartners, Analyst: New York, NY Alliance Bernstein, Rotational Associate: New York, NY Bain & Company, Associate Consultant: Los Angeles, CA Credit, Analyst: Boston, MA Bank of America, Analyst, Financial Sponsors: New York, NY Bank of America, Analyst: New York, NY Barclays, Equity Research Junior Analyst: New York, NY Bridge Investment Group, Analyst: New York, NY Centerview Partners, Analyst: New York, NY Central Bank of Malaysia, Analyst: Kuala Lumpur, Malaysia Citi, Investment Banking Analyst: New York, NY Citi, Investment Banking Analyst: New York, NY Credit Suisse, Analyst: New York, NY Credit Suisse, Investment Banking Analyst: Los Angeles, CA Dodge & Cox, Research Associate: San Francisco, CA Evercore, Analyst: Houston, TX Goldman Sachs, Analyst: New York, NY Goldman Sachs, Investment Banking Analyst: New York, NY Goldman Sachs, Securities Division Analyst: New York, NY Hunt Mortgage Group, Analyst: New York, NY JGPetrucci Inc., Project Executive: Asbury, NJ JMI Equity, Analyst: San Diego, CA 11 JPMorgan Chase & Co, Fixed Income Analyst: New York, NY JPMorgan Chase & Co, Investment Banking Analyst: New York, NY Kepler Group, Analyst: New York, NY M. Klein and Co., Investment Banking Analyst: New York, NY McKinsey & Company, Business Analyst: Tokyo, Japan Microsoft, Business Development Analyst: Seattle, WA Moelis & Company, Analyst: New York, NY Morgan Stanley, Analyst: New York, NY MUFG, Analyst: New York, NY Penn Medicine, Research Coordinator: Philadelphia, PA Perella Weinberg Partners, Investment Banking Analyst: New York, NY PJT Partners, Analyst: New York, NY PJT Partners, Investment Banking Analyst: New York, NY PwC, Associate: New York, NY RBC Capital Markets, Analyst: New York, NY RBC Capital Markets, DCM Analyst: New York, NY RBC Capital Markets, Investment Banking Analyst: San Francisco, CA Silver Lake, Analyst: Hong Kong, China Silver Lake, Private Equity Analyst: New York, NY Starwood Capital Group, Analyst: Greenwich, CT The JBG Companies, Financial Analyst: Chevy Chase, MD The Stilwell Group, Research Analyst: New York, NY , Analyst: Santa Monica, CA Wells Fargo, Business Banking Analyst: Philadelphia, PA Wells Fargo, Credit and Relationship Management Analyst: Philadelphia, PA

Finance / Accounting PJT Partners, Analyst: New York, NY

Finance / Environmental Policy and Management / Operations and Information Management Barclays, Investment Banking Analyst: New York, NY

Finance / Global Analysis / Real Estate Macquarie, Analyst: New York, NY

Finance / Health Care Management and Policy / Operations, Information and Decisions Accenture, Consultant: Philadelphia, PA

Finance / Individualized Concentration (Wharton) Evercore, Analyst: Houston, TX

Finance / Insurance and Risk Management Hamilton Re, Catastrophe Modelling Analyst: Bermuda

Finance / Legal Studies and Business Ethics Bank of America, Financial Advisor: New York, NY Lazard, Analyst: New York, NY Leonard Green & Partners, Analyst: Los Angeles, CA National Football League, Junior Rotational Program: New York, NY

Finance / Management Accenture, Strategy Analyst: , IL Avascent, Analyst: Washington, DC Bain & Company, Associate Consultant: New York, NY Bank of America, Investment Banker: New York, NY Bank of America, M&A Investment Banking Analyst: New York, NY Barclays, Analyst: New York, NY Boston Consulting Group, Associate: New York, NY Centerview Partners, Investment Banking Analyst: New York, NY Credit Suisse, Asset Finance Analyst: New York, NY Deutsche Bank, Investment Banking Analyst: New York, NY 12 Deutsche Bank, Investment Banking Analyst: New York, NY Goldman Sachs, Investment Banking Analyst: New York, NY JPMorgan Chase & Co, Analyst: Wilmington, DE Lazard, Investment Banking Analyst: Minneapolis, MN McKinsey & Company, Business Analyst: New York, NY McKinsey & Company, Business Analyst: Summit, NJ McKinsey & Company, Management Consultant: Dubai, United Arab Emirates Morgan Stanley, Analyst: New York, NY Morgan Stanley, Investment Banking Analyst: Hong Kong, China Nomura, Sales & Trading Analyst: New York, NY Open Door, Business Operations: San Francisco, CA Pace Harmon, Analyst: Tysons Corner, VA Realterm, Analyst: Annapolis, MD Santander, Financial Analyst: Boston, MA TD Securities, Analyst: New York, NY The Blackstone Group, Analyst: New York, NY WP Carey, Analyst: New York, NY

Finance / Management / Marketing Barclays, Investment Banking Analyst: New York, NY Deloitte Consulting, Business Analyst: Chicago, IL Freelance Musician/Vocalist: India

Finance / Management / Operations, Information and Decisions Jefferies LLC, Investment Banking Analyst: New York, NY Macquarie, Analyst: New York, NY

Finance / Management / Real Estate Millstein & Co., Investment Banking Analyst: New York, NY

Finance / Management / Social Impact and Responsibility Capital One, Business Analyst - Product Management and Analytics: New York, NY

Finance / Marketing Blizzard Entertainment, Finance Analyst: Irvine, CA Bloomingdale's, Analyst: New York, NY Boston Consulting Group, Associate: New York, NY Casper, Customer Experience Specialist: New York, NY Evercore, Investment Banking Analyst: New York, NY Houlihan Lokey, Financial Analyst: New York, NY IBM, Digital Strategy Consultant: New York, NY JPMorgan Chase & Co, Analyst: Miami, FL Kepler Group, Optimization & Innovation Analyst: New York, NY , Associate Brand Manager: East Hanover, NJ Pace Harmon, Analyst: Vienna, VA Peter J. Solomon Company, Investment Banking Analyst: New York, NY The Sage Group, LLC, Investment Banking Analyst: New York, NY

Finance / Marketing / Operations and Information Management Wells Fargo Securities, Analyst: New York, NY

Finance / Marketing / Statistics Bain & Company, Consultant: New York, NY

Finance / Marketing and Operations Management Bank of America, Investment Banking Analyst: New York, NY Financo, Investment Banking Analyst: New York, NY IBM, Consultant: New York, NY

Finance / Operations and Information Management Bain & Company, Associate Consultant: New York, NY 13 Bain & Company, Associate Consultant: New York, NY Evercore, Analyst: New York, NY Evercore, Analyst: New York, NY Insight Venture Partners, Investment Analyst: New York, NY JPMorgan Chase & Co, Investment Banking Analyst: New York, NY Moelis & Company, Analyst: Houston, TX Morgan Stanley, Junior Associate: New York, NY The Boston Company Asset Management, Investment Management Analyst: Boston, MA

Finance / Operations and Information Management / Real Estate H/2 Capital Partners, Analyst: New York, NY

Finance / Operations, Information and Decisions Aberdeen Asset Management, Graduate Business Analyst: Philadelphia, PA Accenture, Strategy Analyst: New York, NY Aksia, Investment Analyst: New York, NY Applied Predictive Technologies, Business Consultant: Arlington, VA Bain Capital Credit, Analyst: Boston, MA Bain Capital Credit, Investment Analyst: Boston, MA Bank of America, Investment Banking Analyst: New York, NY Barclays, Investment Banking Analyst: New York, NY Boston Consulting Group, Associate Consultant: Chicago, IL Citi, Markets Analyst: New York, NY Credit Suisse, Analyst: New York, NY Credit Suisse, Analyst: New York, NY Deutsche Bank, Investment Banking Analyst: New York, NY Evercore, Analyst: New York, NY , Analyst: New York, NY Goldman Sachs, Analyst: San Francisco, CA Goldman Sachs, Investment Banking Analyst: Hong Kong, China Goldman Sachs, Investment Banking Analyst: New York, NY Goldman Sachs, Securities Analyst: New York, NY Google, Associate Product Marketing Manager: Mountain View, CA J.G. Wentworth Company, Capital Markets Associate: Philadelphia, PA JPMorgan Chase & Co, Analyst: Hong Kong, China JPMorgan Chase & Co, Analyst: New York, NY Och-Ziff Capital Management, Analyst: New York, NY PepsiCo, Strategic Financial Analyst: White Plains, NY Perella Weinberg Partners, Investment Banking Analyst: New York, NY Silver Point Capital, Investment Analyst: Greenwich, CT , Investment Banking Analyst: New York, NY The Blackstone Group, Analyst: New York, NY

Finance / Operations, Information and Decisions / Real Estate Madison International Realty, Portfolio and Asset Management Analyst: New York, NY

Finance / Operations, Information and Decisions / Statistics Bank of America, Global Quantitative Analytics Analyst: New York, NY

Finance / Real Estate Accenture, Consulting Analyst: New York, NY CBRE Group, Financial Analyst: New York, NY Doyle Real Estate Advisors, Analyst: Philadelphia, PA EY, Analyst - Real Estate - Transaction Advisory Services: Philadelphia, PA Goldman Sachs, Analyst: New York, NY Google, Associate Account Strategist: Mountain View, CA H/2 Capital Partners, Analyst: New York, NY JLL (Jones Lang Lasalle), Analyst: Columbus, OH Long Ridge Equity Partners, Analyst: New York, NY Mack-Cali, Financial Analyst: Jersey City, NJ Madison International Realty, Investment Analyst: New York, NY 14 Rubenstein Partners, Analyst: Philadelphia, PA , Acquisitions & Capital Markets Analyst: New York, NY

Finance / Real Estate / Statistics CADRE, Investment Analyst: New York, NY

Finance / Retailing Santander, Finance Analyst: Boston, MA

Finance / Statistics Bridgewater Associates, Technology Associate: Stamford, CT Citi, Investment Banking Analyst: New York, NY Cornerstone Research, Analyst: New York, NY Credit Suisse, Investment Banking Analyst: New York, NY Credit Suisse, Investment Banking Analyst: San Francisco, CA Cyrus Capital Partners, Investment Analyst: New York, NY EY, Associate: San Francisco, CA IMC Trading, Quantitative Trader: Chicago, IL Lincoln Financial Group, Quantitative Researcher: Philadelphia, PA Millstein & Co., Investment Banking Analyst: New York, NY Morgan Stanley, Analyst: New York, NY PIMCO, Account Analyst: New York, NY PJT Partners, Analyst: New York, NY PJT Partners, Analyst: New York, NY Quora, Data Scientist: Mountain View, CA Rubenstein Partners, Acquisitions and Asset Management Analyst: Philadelphia, PA The Blackstone Group, Analyst: New York, NY Volant Trading, Quantitative Trader: New York, NY

Global Analysis / Marketing and Operations Management Boston Consulting Group, Associate: Chicago, IL

Health Care Management and Policy Health Advances, Analyst: Weston, MA Kaiser Permanente, LOB Strategy and Execution Analyst: Denver, CO Recon Strategy, Consultant: Cambridge, MA

Health Care Management and Policy / Management Vivavax, Co-Founder: Toronto, Canada

Health Care Management and Policy / Marketing

Compassion International, Product Development Manager: Colorado Springs, CO Health Care Management and Policy / Operations, Information and Decisions AMAG Pharmaceuticals, Compliance Specialist: Waltham, MA

Individualized Concentration (Wharton) Arbor, Product Manager: New York, NY Lava Records, A&R Coordinator: New York, NY SUSHI, Founder / CEO: New York, NY

Legal Studies and Business Ethics / Management McKinsey & Company, Business Analyst: Philadelphia, PA

Legal Studies and Business Ethics / Marketing Bain & Company, Associate Consultant: Chicago, IL

Legal Studies and Business Ethics / Marketing and Operations Management Republic of Korea Army or Air Force, Interpreter Officer: South Korea

15 Legal Studies and Business Ethics / Operations, Information and Decisions United States Government, Analyst: Minneapolis, MN

Management Bain & Company, Associate Consultant: Chicago, IL Bloomingdales, Merchant Trainee: New York, NY Boston Consulting Group, Associate: Dallas, TX Centersquare Investment Management, Sales Support Analyst: Plymouth Meeting, PA Centerview Partners, Analyst: New York, NY Deloitte Consulting, Business Analyst: New York, NY Eckle Partners, CoFounder: San Francisco, CA Edget Development, Co-Founder: Philadelphia, PA Financial Services (Company Not Disclosed), Analyst: Philadelphia, PA Gilder Gagnon Howe & Co. LLC, Research Analyst Intern: New York, NY Ivy Brook Logistics, CEO: Minneapolis, MN Morgan Stanley, Analyst: New York, NY PepsiCo, Associate Analyst: White Plains, NY The Blackstone Group, Business Analyst: New York, NY US Navy, Title Not Disclosed, Location Not Disclosed WeWork, Enterprise Strategy and Development: New York, NY

Management / Legal Studies and Business Ethics Andiamo Partners, Executive Recruiting Specialist: New York, NY

Management / Marketing Accenture, Consulting Analyst: New York, NY Amazon, Brand Specialist (Retail Undergraduate Program): Seattle, WA American Express, Analyst: New York, NY BlackRock, Analyst: New York, NY Boston Consulting Group, Associate: Chicago, IL Choice Hotels International, Franchise Lifecycle Operations Analyst: Rockville, MD Estee Lauder Companies Inc, HR Presidential Associate: New York, NY Google, Associate Product Marketing Manager: San Francisco Bay Area, CA IBM, Consultant: New York, NY Macy's, Planner: New York, NY MBI Inc., Product Manager: Norwalk, CT McMaster-Carr, Management Trainee: Elmhurst, IL Plank, Co-Founder: San Francisco, CA The Raine Group, Analyst: New York, NY

Management / Marketing / Operations, Information and Decisions Facebook, Associate Product Marketing Manager: Menlo Park, CA

Management / Marketing and Operations Management Boston Consulting Group, Associate: New York, NY Deloitte Consulting, Business Technology Analyst: New York, NY PepsiCo, Internal Consultant: New York, NY

Management / Marketing and Operations Management / Real Estate Goldiam International Ltd, Management Trainee: Mumbai, India

Management / Operations and Information Management Google, Associate Product Marketing Manager: Mountain View, CA

Management / Operations, Information and Decisions Bain & Company, Associate Consultant: New York, NY Bain & Company, Associate Consultant: New York, NY Boston Consulting Group, Associate: Washington, DC Crossix Solutions, Marketing Data Analyst: New York, NY Financo, Investment Banking Analyst: New York, NY IBM, Blockchain Consultant: Philadelphia, PA 16 Macy's, Merchandise Planner: New York, NY Morgan Stanley, Analyst: New York, NY PepsiCo, Marketing Analyst: New York, NY

Management / Social Impact and Responsibility Heidrick & Struggles, Business Analyst: Washington, DC United States Olympic Committee, Market Activation Intern: Colorado Springs, CO

Managing Electronic Commerce / Operations and Information Management / Statistics Boston Consulting Group, Junior Associate: Berlin, Germany

Marketing Adobe, Digital Strategy Analyst: New York, NY Anheuser Busch, Marketing Development Program Trainee: New York, NY Aramark, Food Service Manager: Boston, MA Caesar's Entertainment, Marketing Analyst: , NV DeVito / Verdi, Digital Marketing Strategist: New York, NY IBM, Campaign Management Strategist: New York, NY Infor, Corporate Communications Specialist: New York, NY Microsoft, Product Marketing Manager: Redmond, WA Penn Dental Medicine, Administrative Coordinator: Philadelphia, PA , Professional Healthcare Representative: Huntsville, AL

Marketing / Operations and Information Management Blank Designs LLC, Founder: Houston, TX Bloomingdale's, Analyst Development Program Trainee: New York, NY IBM, Consulting by Degrees Enterprise Applications Consultant: New York, NY

Marketing / Operations, Information and Decisions A. T. Kearney, Business Analyst: New York, NY Capital One, Business Analyst: New York, NY Capital One, Business Analyst: Washington, DC , Marketing Specialist: Philadelphia, PA EY, Technology Advisory Consultant: New York, NY IBM, Product Marketing Manager: New York, NY Mastercard, Product Management Analyst: Purchase, NY Mondelez International, Brand Assistant: East Hanover, NJ

Marketing / Operations, Information and Decisions / Real Estate Boston Consulting Group, Associate: Summit, NJ

Marketing / Statistics Applied Predictive Technologies, Business Consultant: Arlington, VA Facebook, Scaling Analyst: San Francisco, CA Goodby Silverstein & Partners, Assistant Account Manager: San Francisco, CA Nordstrom, Innovation Strategist: Seattle, WA

Marketing and Communication FringeArts, Marketing Coordinator: Philadelphia, PA Success Academy Charter Schools, Talent Recruiter: New York, NY

Marketing and Operations Management Accenture, Consulting Analyst: New York, NY First Tennessee Bank, Financial Center Trainee: Memphis, TN Mars & Co, Associate Consultant: Greenwich, CT McKinsey & Company, Business Analyst: San Francisco, CA Uber, Freight Operations Coordinator: San Francisco, CA

Marketing and Operations Management / Statistics Ampush, Media Analyst: San Francisco, CA

17 Operations and Information Management Alvarez and Marsal, Analyst: New York, NY Google, Associate Product Marketing Manager: Mountain View, CA

Operations and Information Management / Statistics IBM, Consultant: Philadelphia, PA

Operations, Information and Decisions ACCESS Corporate Finance, Analyst: London, United Kingdom Barclays, Analyst: New York, NY Capital One, Business Analyst - Product Management & Analytics: McLean, VA ChargeItSpot, Director, Strategic Development: Philadelphia, PA Facebook, Account Manager: Austin, TX Goldman Sachs, Operations Analyst: Salt Lake City, UT LinkedIn, Strategy and Analytics Analyst: San Francisco, CA McKinsey & Company, Business Analyst: New York, NY MFR Consultants, Intern Program: Philadelphia, PA Microsoft, Associate Consultant: Dallas, TX PNC, Public Finance Investment Banking Analyst: Philadelphia, PA Under Armour, Master Data Analyst: Baltimore, MD Walt Disney Company, Analyst: Los Angeles, CA

Operations, Information and Decisions / Real Estate Exeter Property Group, Asset Management & Acquisitions Analyst: Conshohocken, PA

Operations, Information and Decisions / Retailing Bloomingdale's, Omni Junior Merchant: New York, NY

Operations, Information and Decisions / Social Impact and Responsibility Bain & Company, Analyst: New York, NY

Operations, Information and Decisions / Statistics Applied Predictive Technologies, Business Consultant: Washington, DC MediaMath, Data Science Intern: New York, NY Societe Generale, Analyst: New York, NY

Real Estate Bank of America, Investment Banking Analyst: New York, NY Eastdil Secured, Real Estate Investment Banking Analyst: Los Angeles, CA Merchant's Hospitality, Investment Analyst: New York, NY Private Equity Fund (Company Not Disclosed), Analyst: Princeton, NJ

Statistics Boston Consulting Group, Associate Consultant: Seattle, WA Capital One, Associate: McLean, VA Capital One, Business Analyst - Product Management and Analytics: McLean, VA Facebook, Data Scientist: Menlo Park, CA McKinsey & Company, Business Analyst: Boston, MA McKinsey & Company, Business Analyst: Chicago, IL McKinsey & Company, Business Analyst: Summit, NJ Morgan Stanley, Equity Exotic Derivatives Trader: New York, NY QuintilesIMS, Market Research Analyst: Horsham, PA ZodiacMetrics, Junior Data Scientist: New York, NY

Wharton and College of Arts and Sciences

Behavioral Economics / Finance / Statistics / Mathematics Susquehanna International Group, Assistant Trader: Philadelphia, PA

18 Business Analytics / International Studies and Business Bain & Company, Associate Consultant: New York, NY Deloitte Consulting, Business Technology Analyst: Philadelphia, PA

Business Economics and Public Policy / International Studies and Business Chevron, Intern: Houston, TX McKinsey & Company, Business Analyst: Washington, DC

Finance / Biochemistry Morgan Stanley, Investment Banking Analyst: Menlo Park, CA

Finance / Biology Audax Group, Private Equity Analyst: Boston, MA Barclays, Investment Banking Analyst: Menlo Park, CA Centerview Partners, Healthcare M&A Analyst: San Francisco, CA Citi, Investment Banking Analyst: New York, NY Deutsche Bank, Healthcare Investment Banking Analyst: New York, NY Goldman Sachs, Investment Banking Analyst: New York, NY Lazard, Healthcare Investment Banking Analyst: New York, NY MTS Health Partners, Analyst: New York, NY

Finance / Chemistry PJT Partners, Analyst: New York, NY

Finance / Cinema and Media Studies The Raine Group, Analyst: New York, NY

Finance / Cognitive Science Bain Capital Credit, Analyst: Boston, MA JPMorgan Chase & Co, Healthcare Investment Banking Analyst: New York, NY MTS Health Partners, Investment Banking Analyst: New York, NY

Finance / Economics Boston Consulting Group, Associate Consultant: New York, NY Deloitte Consulting, Consultant: Philadelphia, PA JPMorgan Chase & Co, Analyst: New York, NY

Finance / Health Care Management and Policy / Biology Walk Partners, Analyst: San Francisco, CA

Finance / History PIMCO, Portfolio Analyst: Newport Beach, CA RBC Capital Markets, Analyst: New York, NY

Finance / History of Art PGIM Real Estate, Transactions Analyst: New York, NY

Finance / International Studies and Business , Analyst: Los Angeles, CA Bain & Company, Associate Consultant: New York, NY Bank of America, Analyst: New York, NY Citi, Markets Analyst: New York, NY Credit Suisse, Analyst: New York, NY Crossboundary Energy, Analyst: Nairobi, Kenya DBO Partners, Analyst: San Francisco, CA JPMorgan Chase & Co, Analyst: London, United Kingdom Kayne Anderson Capital Advisors, Associate: Los Angeles, CA McKinsey & Company, Business Analyst: Casablanca, Morocco Perella Weinberg Partners, Investment Banking Analyst: New York, NY TriLinc Global LLC, Junior Analyst: Los Angeles, CA Warburg Pincus, Analyst: New York, NY WeWork, Real Estate Analyst: London, United Kingdom 19 Finance / Marketing and Operations Management / International Studies and Business BlackRock, Analyst: New York, NY

Finance / Mathematics AlixPartners, Financial Advisory Services Analyst: Chicago, IL AQR Capital Management, Research Analyst: Greenwich, CT

Finance / Political Science Centerview Partners, Investment Banking Analyst: New York, NY , Analyst: Los Angeles, CA Signal Hill, Analyst: San Francisco, CA

Finance / Real Estate / International Studies and Business PNC, Analyst: Philadelphia, PA

Finance / Social Impact and Responsibility / International Studies and Business Bain & Company, Associate Consultant: London, United Kingdom

Finance / Statistics / Biology Lazard, Investment Banking Analyst: New York, NY

Finance / Statistics / International Studies and Business JPMorgan Chase & Co, Investment Banking Analyst: New York, NY

Finance / Statistics / Mathematics Harvard University, Research Assistant: Cambridge, MA

Finance / Theatre Arts Credit Suisse, Analyst: New York, NY

Health Care Management and Policy / Biology Bain & Company, Associate Consultant: Boston, MA ZS Associates, Decision Analytics Associate: New York, NY

Individualized Concentration (Wharton) / International Relations Bain & Company, Associate Consultant: New York, NY

Management / Biology Boston Consulting Group, Associate: New York, NY

Management / International Studies and Business Capco, Associate: New York, NY Deloitte Consulting, Consultant: Toronto, Canada Fulbright Program - U.S. Department of State, Fulbright Scholar /Research Awardee: Oman

Management / Philosophy, Politics and Economics Cornerstone Research, Analyst: New York, NY

Marketing / English FE International, Inc., Analyst: Boston, MA

Operations and Information Management / International Studies and Business Redstone Strategy Group, Analyst: Boulder, CO Zynga, Rotational Product Manager: San Francisco, CA

Operations, Information and Decisions / Chemistry Strategy&, Associate: New York, NY

Operations, Information and Decisions / Cognitive Science McKinsey & Company, Business Analyst: Stamford, CT

20 Operations, Information and Decisions / Environmental Studies Safari Energy, LLC, Project Finance Analyst: New York, NY

Operations, Information and Decisions / International Studies and Business Ares Management, Analyst: Los Angeles, CA Conair , International Marketing Specialist: Stamford, CT McMaster-Carr, Management Trainee: Chicago, IL Wayfair, Business Analyst: Boston, MA

Real Estate / International Studies and Business JPMorgan Chase & Co, Investment Banking Analyst: New York, NY

Statistics / Biology Oliver Wyman, Consultant: Boston, MA

Statistics / International Studies and Business SolutionLoft, Co-Founder: Location Not Provided

Statistics / Philosophy Abrams Bison Investments, Investment Analyst: Washington, DC

Wharton and Engineering and Applied Science

Behavioral Economics / Applied Science - Computer Science SpaceX, Financial Analyst: Hawthorne, CA

Behavioral Economics / Mechanical Engineering and Applied Mechanics ExxonMobil, Lubricants Sales Representatives: Houston, TX

Finance / Applied Science - Biomedical Science McKinsey & Company, Business Analyst: Philadelphia, PA

Finance / Applied Science - Computer Science Evercore, Restructuring Analyst: New York, NY Goldman Sachs, Analyst: New York, NY

Finance / Bioengineering Bank of America, Healthcare Investment Banking Analyst: San Francisco, CA Credit Suisse, Investment Banking Analyst: San Francisco, CA

Finance / Computer and Information Science (MSE) Amazon, Software Engineer: Seattle, WA

Finance / Computer Science Citadel LLC, Software Engineer: Chicago, IL Evercore, Investment Banking Analyst: New York, NY Five Rings Capital, Software Developer: New York, NY McKinsey & Company, Business Analyst: New York, NY McKinsey & Company, Business Analyst: San Francisco, CA Microsoft, Software Engineer: Redmond, WA Morgan Stanley, Investment Banking Analyst: Menlo Park, CA Undisclosed Startup, Co-Founder: New York, NY Wells Fargo Securities, Analyst: New York, NY

Finance / Computer Science / Computer and Information Science (MSE) AQR Capital Management, Research Analyst: Greenwich, CT Google, Software Engineer: Mountain View, CA

Finance / Electrical Engineering Citadel LLC, Junior Trader: New York, NY

21 Finance / Management / Applied Science - Computer Science Zynga, Product Manager: San Francisco, CA

Finance / Management / Systems Science and Engineering A. T. Kearney, Business Analyst: New York, NY iSight.ai, Co-Founder and Vice President of Business Development: Los Altos Hills, CA Oliver Wyman, Consultant: New York, NY

Finance / Materials Science and Engineering Bain & Company, Associate Consultant: Boston, MA Centerview Partners, Investment Banking Analyst: New York, NY

Finance / Mechanical Engineering and Applied Mechanics AQR Capital Management, Research Analyst: Greenwich, CT , Analyst: San Francisco, CA Wells Fargo, Investment Banking Analyst: New York, NY

Finance / Operations and Information Management / Computer Science MTS Health Partners, Analyst: New York, NY

Finance / Statistics / Applied Science - Computer Science Marathon Trading, Trader: New York, NY

Finance / Systems Science and Engineering Deutsche Bank, Global Markets Analyst: New York, NY Moelis & Company, Investment Banking Analyst: Los Angeles, CA Perella Weinberg Partners, Analyst: New York, NY Signal Hill, Investment Banking Analyst: Boston, MA

Health Care Management and Policy / Bioengineering Quartet Health, Client Engagement: Location Not Provided

Management / Applied Science - Biomedical Science Boston Consulting Group, Associate: Philadelphia, PA

Management / Applied Science - Computer Science Apple, Engineering Product Manager: Cupertino, CA Microsoft, Program Manager: Redmond, WA

Management / Computer Science Amazon, Software Development Engineer: Cambridge, MA Amazon, Software Development Engineer: Seattle, WA Applied Predictive Technologies, Associate Product Manager: Arlington, VA Fulbright Program - U.S. Department of State, English Teaching Assistant: Taiwan NerdWallet Inc., Software Engineer: San Francisco, CA Plasticity, Co-Founder: San Francisco, CA Plasticity, Co-Founder: San Francisco, CA

Management / Mechanical Engineering and Applied Mechanics Avascent, Analyst: Washington, DC Tesla, Inc., Business Operations Analyst: Palo Alto, CA

Management / Statistics / Applied Science - Computer Science Barclays, Investment Banking Analyst: New York, NY

Management / Systems Science and Engineering Amazon, Brand Specialist: Seattle, WA Censeo Consulting Group, Business Analyst: Washington, DC Facebook, Product Specialist: Menlo Park, CA

22 Marketing / Applied Science - Computer Science McKinsey & Company, Business Analyst: New York, NY

Marketing / Computer Science Dropbox, Product Manager: San Francisco, CA

Marketing / Systems Science and Engineering Capital One, Product Management & Analytics: New York, NY

Marketing and Operations Management / Computer and Information Science (MSE) Volant Trading, Quantitative Trader: New York, NY

Marketing and Operations Management / Mechanical Engineering and Applied Mechanics , Assistant Brand Manager: Providence, RI

Operations and Information Management / Mechanical Engineering and Applied Mechanics Deloitte Consulting, Business Analyst: New York, NY Strategy&, Associate: New York, NY

Operations, Information and Decisions / Electrical Engineering Applied Predictive Technologies, Business Consultant: Arlington, VA

Operations, Information and Decisions / Systems Science and Engineering Capital One, Business Analyst: New York, NY

Statistics / Chemical and Biomolecular Engineering Flow Traders, Trader: New York, NY

Statistics / Computer Science Coursera, Software Engineer: San Francisco, CA Facebook, Data Scientist: Menlo Park, CA Lyft, Data Scientist: San Francisco, CA Originate, Inc, Software Engineer: Los Angeles, CA

Statistics / Individualized Major (SEAS) Bessemer Venture Partners, Analyst: New York, NY

Statistics / Materials Science and Engineering System1, Data Analyst: Los Angeles, CA

Wharton and Nursing

Finance / Health Care Management and Policy / Nursing Guggenheim Securities, Investment Banking Analyst: New York, NY

Health Care Management and Policy / Nursing MedStar Georgetown University Hospital, Registered Nurse: Washington, DC

Graduate School / Continuing Education

Business Analytics / Operations, Information and Decisions University of Oxford, Oxford, United Kingdom: MS (Social Science of the Internet)

Economics / Statistics Columbia University, New York, NY: PhD (Economics)

Finance William & Mary, Williamsburg, VA: MSBA - Master of Business Analytics (Business Analytics)

23 Finance The George Washington University Law School, Washington, DC: JD (Law)

Finance / Political Science Yale Law School, New Haven, CT: JD (Law)

Finance / Bioengineering Seoul National University, Seoul, South Korea: MD (Medicine)

Health Care Management and Policy / Biology , New Haven, CT: MD (Medicine)

Marketing University of Tennessee, Knoxville, TN: MS (Sports Management)

Marketing / Bioengineering University of Pennsylvania, Philadelphia, PA: MSE (Bioengineering)

Operations and Information Management / Political Science Leiden University, Leiden: Netherlands: MA (Political Science, Area Studies)

Statistics / History / International Studies and Business The University of Warwick, Coventry, United Kingdom: PhD (Economics)

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