University Statistics - Employment and Recruiting Trends
The university statistics section is a way for you to see what undergraduate institutions firms recruit and hire from most frequently. The tables can be toggled to three different versions. The first is overall percentage distribution which shows the overall percentage of submissions from each firm by school. The second is "% change from the previous year" which shows the percentage change in the overall distribution % from the prior year WSO report. Lastly, the Sample Size table is to show how many submissions were collected on each school by firm during the reporting year. Note: similar to the compensation section, the university statistics reported here each year include the previous two years and YTD submissions to help smooth out noise in the data.
2025 University Statistics - Bulge Bracket Banks(1) (2)
| University/College.............................. | Morgan Stanley | Goldman Sachs | BAML | JPMorgan | Citigroup | Wells Fargo | Deutsche Bank | Barclays | UBS AG | Credit Suisse | Total | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | |
| Overall | 151 | 100% | -- | 148 | 100% | -- | 141 | 100% | -- | 128 | 100% | -- | 111 | 100% | -- | 109 | 100% | -- | 97 | 100% | -- | 73 | 100% | -- | 45 | 100% | -- | 40 | 100% | -- | 1043 | 100% | -- |
| 1. University of Pennsylvania | 12 | ▲12 | 7.9 | 3 | ▽35 | 2.0 | 8 | ▲14 | 5.7 | 2 | ▲100 | 1.6 | 0 | 0 | 0 | 3 | ▲86 | 2.8 | 2 | ▲40 | 2.1 | 2 | ▲35 | 2.7 | 2 | ▲83 | 4.4 | 0 | 0 | 0 | 34 | ▲17 | 3.3 |
| 2. Cornell University | 4 | ▲23 | 2.6 | 4 | ▲22 | 2.7 | 3 | ▲23 | 2.1 | 6 | ▽09 | 4.7 | 4 | ▲12 | 3.6 | 6 | ▲111 | 5.5 | 1 | ▽33 | 1.0 | 1 | ▲40 | 1.4 | 1 | ▽37 | 2.2 | 0 | 0 | 0 | 30 | ▲19 | 2.9 |
| 3. New York University NYU | 5 | = = | 3.3 | 7 | ▲06 | 4.7 | 2 | ▽30 | 1.4 | 3 | ▽36 | 2.3 | 3 | ▽25 | 2.7 | 5 | = = | 4.6 | 0 | 0 | 0 | 1 | ▽60 | 1.4 | 1 | ▽73 | 2.2 | 0 | 0 | 0 | 27 | ▽23 | 2.6 |
| 4. London School of Economics (LSE) | 6 | ▽02 | 4.0 | 3 | ▽20 | 2.0 | 1 | ▽30 | 0.7 | 5 | ▲95 | 3.9 | 5 | ▲150 | 4.5 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽47 | 2.7 | 2 | ▲83 | 4.4 | 1 | ▲127 | 2.5 | 25 | ▲10 | 2.4 |
| 5. Harvard University | 3 | ▽39 | 2.0 | 5 | ▲21 | 3.4 | 2 | ▲366 | 1.4 | 3 | ▽04 | 2.3 | 1 | ▽35 | 0.9 | 0 | 0 | 0 | 3 | ▲34 | 3.1 | 3 | ▽32 | 4.1 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | ▽20 | 1.9 |
| 6. Columbia University | 3 | ▲17 | 2.0 | 2 | ▽12 | 1.4 | 1 | ▽74 | 0.7 | 4 | ▽22 | 3.1 | 2 | ▲28 | 1.8 | 1 | ▲80 | 0.9 | 3 | ▽18 | 3.1 | 1 | ▽44 | 1.4 | 1 | ▽08 | 2.2 | 0 | 0 | 0 | 18 | ▽22 | 1.7 |
| 7. University of Chicago | 2 | ▲225 | 1.3 | 3 | ▲05 | 2.0 | 4 | ▲03 | 2.8 | 4 | ▲93 | 3.1 | 1 | ▽60 | 0.9 | 2 | ▲260 | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲28 | 5.0 | 18 | ▲07 | 1.7 |
| 8. Yale University | 4 | ▲52 | 2.6 | 1 | ▽63 | 0.7 | 4 | ▲40 | 2.8 | 3 | ▲187 | 2.3 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 2 | ▲40 | 2.1 | 0 | 0 | 0 | 1 | ▲83 | 2.2 | 1 | ▲13 | 2.5 | 17 | ▲28 | 1.6 |
| 9. University of California, Berkeley | 5 | ▲57 | 3.3 | 0 | 0 | 0 | 3 | ▲05 | 2.1 | 1 | ▽33 | 0.8 | 2 | ▲100 | 1.8 | 2 | ▲260 | 1.8 | 0 | 0 | 0 | 2 | ▲170 | 2.7 | 2 | ▽06 | 4.4 | 0 | 0 | 0 | 17 | ▲15 | 1.6 |
| 10. Georgetown University | 1 | ▲75 | 0.7 | 2 | ▽26 | 1.4 | 5 | ▲16 | 3.5 | 1 | = = | 0.8 | 2 | = = | 1.8 | 1 | ▽10 | 0.9 | 0 | 0 | 0 | 3 | ▽08 | 4.1 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | ▽15 | 1.4 |
| 11. Rutgers University | 0 | 0 | 0 | 2 | ▲16 | 1.4 | 0 | 0 | 0 | 1 | = = | 0.8 | 0 | 0 | 0 | 3 | ▲460 | 2.8 | 0 | 0 | 0 | 6 | ▲105 | 8.2 | 0 | 0 | 0 | 2 | ▲194 | 5.0 | 14 | ▲23 | 1.3 |
| 12. University of Southern California USC | 0 | 0 | 0 | 4 | ▽12 | 2.7 | 1 | ▽58 | 0.7 | 1 | = = | 0.8 | 3 | ▲17 | 2.7 | 2 | = = | 1.8 | 0 | 0 | 0 | 1 | ▲180 | 1.4 | 2 | ▲83 | 4.4 | 0 | 0 | 0 | 14 | ▽13 | 1.3 |
| 13. Duke University | 4 | ▲116 | 2.6 | 4 | ▲125 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲180 | 2.8 | 1 | ▽56 | 1.0 | 1 | ▲180 | 1.4 | 0 | 0 | 0 | 1 | ▲47 | 2.5 | 14 | ▲05 | 1.3 |
| 14. University of Warwick | 1 | ▲75 | 0.7 | 2 | ▲16 | 1.4 | 1 | ▽30 | 0.7 | 3 | ▲475 | 2.3 | 1 | = = | 0.9 | 0 | 0 | 0 | 3 | ▽31 | 3.1 | 1 | ▽44 | 1.4 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 13 | ▲15 | 1.2 |
| 15. University College London | 1 | ▲75 | 0.7 | 1 | ▽22 | 0.7 | 3 | ▲110 | 2.1 | 2 | = = | 1.6 | 2 | ▲100 | 1.8 | 0 | 0 | 0 | 2 | ▲40 | 2.1 | 1 | ▲180 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | ▲52 | 1.2 |
| 16. University of Michigan | 2 | ▽23 | 1.3 | 2 | ▲133 | 1.4 | 3 | ▽22 | 2.1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽10 | 0.9 | 0 | 0 | 0 | 1 | ▽30 | 1.4 | 0 | 0 | 0 | 3 | ▲167 | 7.5 | 12 | ▽09 | 1.2 |
| 17. Emory University | 2 | ▲08 | 1.3 | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 2 | = = | 1.6 | 2 | ▲100 | 1.8 | 4 | ▲270 | 3.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | ▲72 | 1.1 |
| 18. University of Virginia UVA | 1 | ▲75 | 0.7 | 1 | ▽56 | 0.7 | 0 | 0 | 0 | 1 | ▽33 | 0.8 | 0 | 0 | 0 | 6 | ▲175 | 5.5 | 2 | ▲40 | 2.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | ▲31 | 1.1 |
| 19. Boston College | 2 | ▲62 | 1.3 | 2 | ▽12 | 1.4 | 2 | ▽17 | 1.4 | 1 | = = | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲106 | 3.1 | 0 | 0 | 0 | 1 | ▽53 | 2.2 | 0 | 0 | 0 | 11 | ▽10 | 1.1 |
| 20. University of Notre Dame | 2 | ▲62 | 1.3 | 1 | ▲133 | 0.7 | 1 | ▲133 | 0.7 | 2 | ▲300 | 1.6 | 2 | ▽21 | 1.8 | 1 | = = | 0.9 | 1 | ▽56 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | ▲45 | 1.0 |
| 21. The University of Texas at Austin | 1 | ▲75 | 0.7 | 0 | 0 | 0 | 4 | ▲115 | 2.8 | 1 | = = | 0.8 | 3 | ▲50 | 2.7 | 1 | ▽40 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | ▲01 | 1.0 |
| 22. Stanford University | 2 | ▽23 | 1.3 | 2 | ▲55 | 1.4 | 0 | 0 | 0 | 2 | ▲100 | 1.6 | 1 | = = | 0.9 | 0 | 0 | 0 | 3 | ▲34 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | ▲27 | 1.0 |
| 23. Princeton University | 0 | 0 | 0 | 5 | ▽27 | 3.4 | 2 | ▲100 | 1.4 | 0 | 0 | 0 | 1 | = = | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲80 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | ▽27 | 1.0 |
| 24. Imperial College London | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲100 | 0.8 | 2 | ▲100 | 1.8 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 3 | ▲105 | 4.1 | 2 | ▲83 | 4.4 | 0 | 0 | 0 | 9 | ▲30 | 0.9 |
| 25. University of California Los Angeles | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲110 | 2.1 | 3 | ▲15 | 2.3 | 2 | = = | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲316 | 2.5 | 9 | ▲30 | 0.9 |
| 26. University of North Carolina at Chapel Hill | 1 | ▲75 | 0.7 | 0 | 0 | 0 | 4 | ▲40 | 2.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽08 | 4.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▽12 | 0.9 |
| 27. Northwestern University | 4 | ▲23 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲15 | 2.3 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | ▽26 | 0.8 |
| 28. Università Commerciale Luigi Bocconi | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽30 | 0.7 | 3 | ▲43 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲106 | 3.1 | 0 | 0 | 0 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 8 | ▲08 | 0.8 |
| 29. University of Nottingham | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 2 | ▲100 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲36 | 4.1 | 1 | ▽44 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | ▲01 | 0.8 |
| 30. Singapore Management University | 3 | ▲66 | 2.0 | 0 | 0 | 0 | 4 | ▲115 | 2.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 8 | ▲103 | 0.8 |
| 31. Texas A&M University | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 2 | ▲100 | 1.4 | 3 | ▲91 | 2.3 | 0 | 0 | 0 | 1 | ▽10 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | ▲78 | 0.7 |
| 32. Rice University | 1 | = = | 0.7 | 2 | ▲16 | 1.4 | 0 | 0 | 0 | 1 | = = | 0.8 | 0 | 0 | 0 | 2 | ▲260 | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲316 | 2.5 | 7 | ▲78 | 0.7 |
| 33. University of Oxford | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 0.8 | 2 | ▽21 | 1.8 | 0 | 0 | 0 | 2 | ▽30 | 2.1 | 1 | ▽06 | 1.4 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 7 | ▽45 | 0.7 |
| 34. Northeastern University | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 2 | ▲100 | 1.4 | 1 | ▲100 | 0.8 | 1 | ▲80 | 0.9 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲316 | 2.5 | 7 | ▲58 | 0.7 |
| 35. Vanderbilt University | 1 | ▲75 | 0.7 | 2 | ▲366 | 1.4 | 1 | ▲133 | 0.7 | 1 | ▲100 | 0.8 | 0 | 0 | 0 | 2 | ▽41 | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | ▲29 | 0.7 |
| 36. HEC Paris | 2 | ▲62 | 1.3 | 0 | 0 | 0 | 1 | = = | 0.7 | 1 | ▲100 | 0.8 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 7 | ▲78 | 0.7 |
| 37. Indiana University - Bloomington | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲07 | 1.4 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 1 | ▽40 | 0.9 | 2 | ▲40 | 2.1 | 1 | ▲40 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | ▽05 | 0.7 |
| 38. Brigham Young University | 1 | ▲75 | 0.7 | 3 | ▲122 | 2.0 | 0 | 0 | 0 | 1 | ▲100 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽06 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲11 | 0.6 |
| 39. University of Wisconsin-Madison | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 1 | ▽50 | 0.8 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 3 | ▲03 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽12 | 0.6 |
| 40. Wake Forest University | 0 | 0 | 0 | 2 | ▲133 | 1.4 | 2 | ▲07 | 1.4 | 1 | ▲100 | 0.8 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲52 | 0.6 |
| 41. University of Hong Kong | 1 | ▽58 | 0.7 | 2 | ▲55 | 1.4 | 1 | ▲133 | 0.7 | 0 | 0 | 0 | 1 | ▽50 | 0.9 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽18 | 0.6 |
| 42. Claremont McKenna College | 1 | = = | 0.7 | 0 | 0 | 0 | 2 | ▲100 | 1.4 | 0 | 0 | 0 | 2 | ▲100 | 1.8 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲144 | 0.6 |
| 43. University of Cambridge | 1 | ▲75 | 0.7 | 0 | 0 | 0 | 1 | = = | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲80 | 2.7 | 2 | ▲83 | 4.4 | 0 | 0 | 0 | 6 | ▲01 | 0.6 |
| 44. Temple University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲52 | 5.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲74 | 0.6 |
| 45. Indiana University | 0 | 0 | 0 | 3 | ▲122 | 2.0 | 1 | ▽30 | 0.7 | 1 | ▲100 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽15 | 0.5 |
| 46. ESSEC Business School | 2 | = = | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 0.8 | 2 | = = | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | = = | 0.5 |
| 47. University of Bath | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲100 | 1.6 | 2 | ▲100 | 1.8 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲69 | 0.5 |
| 48. Boston University | 1 | ▽41 | 0.7 | 0 | 0 | 0 | 2 | ▲100 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲80 | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲45 | 0.5 |
| 49. City University of New York, Baruch College | 0 | 0 | 0 | 2 | ▽26 | 1.4 | 1 | ▲133 | 0.7 | 0 | 0 | 0 | 2 | ▲260 | 1.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽15 | 0.5 |
| 50. University of Massachusetts at Amherst | 1 | = = | 0.7 | 1 | ▲133 | 0.7 | 2 | ▲100 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲69 | 0.5 |
| 51. National University of Singapore | 2 | ▲62 | 1.3 | 1 | ▲133 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 0.9 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽32 | 0.5 |
| 52. Bocconi University - Milan - Italy | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 1 | ▲180 | 1.4 | 0 | 0 | 0 | 2 | ▲354 | 5.0 | 5 | ▲45 | 0.5 |
| 53. University of Illinois at Urbana-Champaign | 4 | ▲52 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲13 | 0.5 |
| 54. University of Florida | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲100 | 0.8 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 1 | ▽06 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽37 | 0.4 |
| 55. Imperial College, University of London | 0 | 0 | 0 | 1 | ▽22 | 0.7 | 0 | 0 | 0 | 1 | ▲100 | 0.8 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲16 | 0.4 |
| 56. University of Manchester | 2 | ▲62 | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲100 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲180 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲35 | 0.4 |
| 57. IIT - BHU | 0 | 0 | 0 | 2 | ▲133 | 1.4 | 0 | 0 | 0 | 2 | ▲100 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 58. University of Leicester | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲93 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲62 | 0.4 |
| 59. University of Washington | 1 | ▲75 | 0.7 | 1 | ▲16 | 0.7 | 0 | 0 | 0 | 2 | ▲100 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽09 | 0.4 |
| 60. University of Toronto | 1 | ▲75 | 0.7 | 1 | ▲16 | 0.7 | 0 | 0 | 0 | 1 | = = | 0.8 | 1 | = = | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 61. Erasmus University of Rotterdam | 1 | ▲75 | 0.7 | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲180 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲62 | 0.4 |
| 62. Dickinson College | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲110 | 2.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 63. UCSD | 1 | ▲75 | 0.7 | 0 | 0 | 0 | 3 | ▲110 | 2.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 64. Bocconi University | 2 | ▲62 | 1.3 | 0 | 0 | 0 | 2 | ▲40 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲62 | 0.4 |
| 65. EDHEC Business School | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲40 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲354 | 5.0 | 4 | ▲62 | 0.4 |
| 66. Penn State University | 0 | 0 | 0 | 2 | ▲133 | 1.4 | 1 | ▽30 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 4 | ▽26 | 0.4 |
| 67. Southern Methodist University (SMU) | 0 | 0 | 0 | 2 | ▲133 | 1.4 | 1 | ▽46 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲127 | 2.5 | 4 | ▽09 | 0.4 |
| 68. The Ohio State University | 0 | 0 | 0 | 2 | ▲55 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲40 | 2.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽41 | 0.4 |
| 69. Hong Kong University of Science and Technology (HKUST) | 1 | ▲75 | 0.7 | 3 | ▲25 | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽32 | 0.4 |
| 70. Williams College | 0 | 0 | 0 | 1 | ▲133 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 0.9 | 0 | 0 | 0 | 2 | ▲40 | 2.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽41 | 0.4 |
| 71. Fordham University | 2 | ▲62 | 1.3 | 1 | ▲16 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲83 | 2.2 | 0 | 0 | 0 | 4 | ▽45 | 0.4 |
| 72. UNSW | 1 | ▲75 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲92 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 73. University of St Gallen | 2 | ▲62 | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲83 | 4.4 | 0 | 0 | 0 | 4 | ▲35 | 0.4 |
| 74. University of Rochester | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽44 | 2.1 | 2 | ▲170 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲16 | 0.4 |
| 75. University of Central Florida | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲86 | 2.8 | 1 | ▲25 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 76. Middlebury College | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲35 | 2.7 | 0 | 0 | 0 | 2 | ▲354 | 5.0 | 4 | ▲01 | 0.4 |
| 77. Carlson School of Management - University of Minnesota | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲80 | 0.9 | 3 | ▲86 | 2.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲103 | 0.4 |
| 78. University of British Columbia | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲100 | 3.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲35 | 0.4 |
The university statistics table includes schools with four or more submissions.
The green numbers shown in the overall percentage distribution table represent when a school has a higher representation at a specific firm relative to its own overall distribution percentage.
2025 University Statistics - Other Notable Banks (1) (2)
| University/College.............................. | Houlihan Lokey | Evercore | Rothschild | Raymond James | Lincoln | HSBC | William Blair | Jefferies | Moelis | BMO | Société Générale | Nomura | RBC | PWP | PJT Partners | KeyBanc | Harris Williams | Macquarie | Oppenheimer | Cowen Group | Greenhill | Duff & Phelps | Total | ||||||||||||||||||||||||||||||||||||||||||||||
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| n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | n | % | % | |
| Overall | 127 | 100% | -- | 119 | 100% | -- | 77 | 100% | -- | 67 | 100% | -- | 66 | 100% | -- | 65 | 100% | -- | 63 | 100% | -- | 59 | 100% | -- | 50 | 100% | -- | 50 | 100% | -- | 44 | 100% | -- | 38 | 100% | -- | 38 | 100% | -- | 37 | 100% | -- | 32 | 100% | -- | 25 | 100% | -- | 24 | 100% | -- | 19 | 100% | -- | 16 | 100% | -- | 8 | 100% | -- | 8 | 100% | -- | 5 | 100% | -- | 1037 | 100% | -- |
| 1. University of Michigan | 11 | ▲47 | 8.7 | 7 | ▲90 | 5.9 | 0 | 0 | 0 | 1 | ▽62 | 1.5 | 2 | ▲200 | 3.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 2 | ▲66 | 4.0 | 3 | ▲87 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲153 | 8.1 | 1 | ▽13 | 3.1 | 1 | ▲150 | 4.0 | 1 | ▲44 | 4.2 | 1 | ▽50 | 5.3 | 1 | ▲57 | 6.3 | 1 | = = | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 36 | ▲27 | 3.5 |
| 2. University of Pennsylvania | 2 | ▽30 | 1.6 | 8 | ▽08 | 6.7 | 1 | ▲62 | 1.3 | 3 | ▲125 | 4.5 | 0 | 0 | 0 | 1 | ▽11 | 1.5 | 0 | 0 | 0 | 3 | ▲96 | 5.1 | 5 | ▲316 | 10.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲32 | 9.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | ▲16 | 2.6 |
| 3. Emory University | 5 | ▲44 | 3.9 | 5 | ▲61 | 4.2 | 1 | = = | 1.3 | 2 | ▲50 | 3.0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 1 | ▽11 | 1.6 | 3 | ▲292 | 5.1 | 0 | 0 | 0 | 2 | ▲81 | 4.0 | 0 | 0 | 0 | 1 | ▽13 | 2.6 | 1 | ▲85 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | ▲52 | 2.1 |
| 4. New York University NYU | 0 | 0 | 0 | 5 | ▲02 | 4.2 | 2 | ▽31 | 2.6 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 3 | ▽11 | 4.6 | 1 | ▽40 | 1.6 | 1 | ▽15 | 1.7 | 3 | ▲62 | 6.0 | 1 | = = | 2.0 | 1 | ▽53 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽13 | 3.1 | 1 | ▲150 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | ▽25 | 2.0 |
| 5. London School of Economics (LSE) | 4 | ▲14 | 3.1 | 2 | ▲06 | 1.7 | 5 | ▲44 | 6.5 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲79 | 7.7 | 0 | 0 | 0 | 1 | ▲142 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲82 | 5.3 | 0 | 0 | 0 | 1 | ▲72 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲190 | 12.5 | 0 | 0 | 0 | 21 | ▲22 | 2.0 |
| 6. University of Chicago | 3 | ▲71 | 2.4 | 2 | ▽34 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽25 | 1.5 | 0 | 0 | 0 | 7 | ▲35 | 11.1 | 0 | 0 | 0 | 2 | ▲08 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲73 | 2.6 | 1 | ▲85 | 2.6 | 1 | ▽43 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲44 | 4.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 19 | ▲04 | 1.8 |
| 7. University of Notre Dame | 0 | 0 | 0 | 3 | ▲56 | 2.5 | 0 | 0 | 0 | 1 | ▽25 | 1.5 | 2 | ▽03 | 3.0 | 0 | 0 | 0 | 3 | ▲33 | 4.8 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▽07 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲68 | 8.1 | 2 | ▲250 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲190 | 12.5 | 0 | 0 | 0 | 18 | ▲08 | 1.7 |
| 8. Vanderbilt University | 2 | ▲220 | 1.6 | 0 | 0 | 0 | 1 | ▲62 | 1.3 | 4 | ▲20 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲433 | 4.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲91 | 2.3 | 1 | ▽13 | 2.6 | 2 | ▲82 | 5.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽03 | 8.3 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | ▲39 | 1.6 |
| 9. Duke University | 0 | 0 | 0 | 6 | ▲06 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲77 | 3.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲82 | 5.3 | 2 | ▽66 | 5.4 | 1 | ▲72 | 3.1 | 0 | 0 | 0 | 1 | ▲44 | 4.2 | 2 | ▲94 | 10.5 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | ▽09 | 1.6 |
| 10. The University of Texas at Austin | 1 | ▽55 | 0.8 | 1 | = = | 0.8 | 1 | ▲62 | 1.3 | 2 | ▲200 | 3.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲70 | 3.4 | 3 | ▲22 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽07 | 5.3 | 0 | 0 | 0 | 2 | ▲16 | 6.3 | 1 | ▲150 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲190 | 12.5 | 1 | ▲488 | 20.0 | 17 | ▲22 | 1.6 |
| 11. Indiana University | 1 | ▽11 | 0.8 | 1 | ▽50 | 0.8 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 2 | ▲82 | 3.1 | 3 | ▽34 | 4.8 | 0 | 0 | 0 | 1 | ▽16 | 2.0 | 2 | ▲25 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲85 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲303 | 12.5 | 3 | ▲72 | 37.5 | 0 | 0 | 0 | 16 | ▽19 | 1.5 |
| 12. University of Southern California USC | 1 | ▽70 | 0.8 | 3 | ▽51 | 2.5 | 2 | ▽13 | 2.6 | 0 | 0 | 0 | 2 | ▽26 | 3.0 | 0 | 0 | 0 | 2 | ▲77 | 3.2 | 2 | ▲70 | 3.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲76 | 5.3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲72 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 | ▽19 | 1.5 |
| 13. Georgetown University | 3 | ▲33 | 2.4 | 0 | 0 | 0 | 2 | ▲73 | 2.6 | 1 | ▽50 | 1.5 | 0 | 0 | 0 | 2 | ▽08 | 3.1 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 2 | ▲66 | 4.0 | 3 | ▲39 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽13 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 | ▲07 | 1.5 |
| 14. Boston College | 3 | ▲04 | 2.4 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲50 | 4.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽11 | 1.6 | 1 | ▽15 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲91 | 2.3 | 2 | ▲17 | 5.3 | 2 | ▽07 | 5.3 | 1 | ▲68 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲44 | 4.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | ▲12 | 1.4 |
| 15. University of Oxford | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲02 | 3.9 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲82 | 3.1 | 0 | 0 | 0 | 1 | ▲142 | 1.7 | 1 | ▲66 | 2.0 | 0 | 0 | 0 | 2 | ▲87 | 4.5 | 0 | 0 | 0 | 1 | ▲85 | 2.6 | 3 | ▲68 | 8.1 | 1 | ▽13 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | ▲33 | 1.4 |
| 16. University of Florida | 2 | ▲77 | 1.6 | 3 | ▲150 | 2.5 | 0 | 0 | 0 | 4 | ▲20 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽11 | 1.6 | 2 | ▲161 | 3.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | ▲67 | 1.3 |
| 17. Northwestern University | 3 | ▲71 | 2.4 | 3 | ▲56 | 2.5 | 1 | ▲62 | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲18 | 3.2 | 2 | ▲161 | 3.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲85 | 2.6 | 1 | ▽15 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | ▲30 | 1.3 |
| 18. Cornell University | 2 | ▽40 | 1.6 | 2 | ▲70 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲50 | 3.0 | 2 | ▲19 | 3.1 | 1 | ▲77 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲91 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽13 | 3.1 | 0 | 0 | 0 | 1 | ▲44 | 4.2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲303 | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | ▽24 | 1.3 |
| 19. The Ohio State University | 1 | ▽11 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲50 | 3.0 | 0 | 0 | 0 | 3 | ▲06 | 4.8 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲85 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲08 | 16.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | ▲03 | 1.2 |
| 20. University of California Los Angeles | 0 | 0 | 0 | 1 | ▽50 | 0.8 | 1 | ▽56 | 1.3 | 0 | 0 | 0 | 1 | ▽51 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 3 | ▲62 | 6.0 | 0 | 0 | 0 | 1 | = = | 2.3 | 0 | 0 | 0 | 1 | = = | 2.6 | 1 | ▽57 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽01 | 5.3 | 0 | 0 | 0 | 1 | ▲33 | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | ▽30 | 1.2 |
| 21. Università Commerciale Luigi Bocconi | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲73 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽42 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽16 | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲426 | 7.9 | 0 | 0 | 0 | 3 | ▲28 | 8.1 | 1 | ▲72 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | ▲32 | 1.1 |
| 22. University of Virginia UVA | 1 | ▽65 | 0.8 | 1 | ▲60 | 0.8 | 0 | 0 | 0 | 2 | ▲50 | 3.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽11 | 1.6 | 1 | ▲30 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.7 | 1 | ▽13 | 3.1 | 0 | 0 | 0 | 1 | ▽70 | 4.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲190 | 12.5 | 0 | 0 | 0 | 10 | ▽30 | 1.0 |
| 23. University of California, Berkeley | 1 | ▽65 | 0.8 | 2 | ▲06 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽41 | 3.0 | 2 | ▲82 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲68 | 5.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | ▽41 | 1.0 |
| 24. University of Nottingham | 2 | ▲14 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 1 | ▲66 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲66 | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲71 | 10.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▲25 | 0.9 |
| 25. Columbia University | 1 | ▲60 | 0.8 | 4 | ▽17 | 3.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.7 | 2 | ▽11 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲96 | 5.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▽34 | 0.9 |
| 26. Northeastern University | 1 | ▽42 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲50 | 6.0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▽09 | 0.9 |
| 27. Fordham University | 0 | 0 | 0 | 3 | ▲56 | 2.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.3 | 2 | = = | 5.3 | 2 | ▲278 | 5.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲303 | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▲225 | 0.9 |
| 28. University of Warwick | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲73 | 2.6 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 1 | ▽11 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲83 | 6.8 | 1 | ▲73 | 2.6 | 1 | ▲85 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▲25 | 0.9 |
| 29. University of Wisconsin-Madison | 1 | ▽11 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲49 | 9.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | = = | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | ▲47 | 0.9 |
| 30. University of North Carolina at Chapel Hill | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲13 | 2.6 | 1 | ▽25 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲255 | 3.2 | 1 | ▽15 | 1.7 | 1 | ▲66 | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲303 | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | ▲03 | 0.8 |
| 31. ESCP Europe | 0 | 0 | 0 | 1 | ▲60 | 0.8 | 4 | ▲15 | 5.2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲66 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲66 | 2.0 | 0 | 0 | 0 | 1 | ▽53 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | ▲11 | 0.8 |
| 32. Southern Methodist University (SMU) | 3 | ▲04 | 2.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲62 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲21 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | ▲03 | 0.8 |
| 33. Hong Kong University of Science and Technology (HKUST) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲79 | 7.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲91 | 2.3 | 2 | ▲76 | 5.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | ▲60 | 0.8 |
| 34. Rice University | 0 | 0 | 0 | 2 | ▲70 | 1.7 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲161 | 3.4 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲87 | 4.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | ▽02 | 0.7 |
| 35. Imperial College London | 4 | ▲72 | 3.1 | 2 | ▲70 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | ▲110 | 0.7 |
| 36. University of Western Ontario - Richard Ivey School of Business | 0 | 0 | 0 | 3 | ▽56 | 2.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲161 | 3.4 | 0 | 0 | 0 | 2 | ▽25 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | ▽53 | 0.7 |
| 37. Brigham Young University | 1 | ▲60 | 0.8 | 1 | ▲60 | 0.8 | 2 | ▽50 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 1.6 | 0 | 0 | 0 | 1 | = = | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽22 | 0.6 |
| 38. University of Illinois at Urbana-Champaign | 2 | ▲77 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲66 | 1.5 | 1 | ▲77 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽37 | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽43 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽09 | 0.6 |
| 39. University of Washington | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲39 | 6.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲85 | 2.6 | 1 | ▲68 | 2.7 | 0 | 0 | 0 | 1 | ▲150 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽32 | 0.6 |
| 40. University College London | 0 | 0 | 0 | 1 | ▲60 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲66 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲87 | 4.5 | 1 | ▲73 | 2.6 | 0 | 0 | 0 | 1 | = = | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽01 | 0.6 |
| 41. Other | 0 | 0 | 0 | 1 | = = | 0.8 | 1 | ▲62 | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▽06 | 6.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲44 | 4.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽09 | 0.6 |
| 42. Washington and Lee University | 1 | ▲60 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▽11 | 4.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲44 | 4.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲488 | 20.0 | 6 | ▲35 | 0.6 |
| 43. Georgia Institute of Technology | 1 | ▽42 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲100 | 6.0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲08 | 0.6 |
| 44. Dartmouth College | 2 | ▲77 | 1.6 | 3 | ▲150 | 2.5 | 0 | 0 | 0 | 1 | ▽50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽09 | 0.6 |
| 45. McGill University | 1 | ▲60 | 0.8 | 1 | ▽20 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲150 | 8.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲80 | 0.6 |
| 46. HEC Paris | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲73 | 5.2 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽42 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲72 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲35 | 0.6 |
| 47. University of Exeter | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽25 | 1.5 | 0 | 0 | 0 | 5 | ▲48 | 7.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲20 | 0.6 |
| 48. University of Toronto | 0 | 0 | 0 | 1 | ▲60 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲86 | 8.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽39 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▽09 | 0.6 |
| 49. National University of Singapore | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲82 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲95 | 21.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | ▲80 | 0.6 |
| 50. University of Georgia | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽25 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲77 | 4.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲29 | 0.5 |
| 51. new york university | 0 | 0 | 0 | 2 | ▲70 | 1.7 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 1 | ▲66 | 1.5 | 1 | ▲77 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲50 | 0.5 |
| 52. Michigan State University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 1 | ▽51 | 1.5 | 0 | 0 | 0 | 2 | ▲255 | 3.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲50 | 0.5 |
| 53. Frankfurt School of Finance & Management | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲350 | 4.5 | 0 | 0 | 0 | 1 | ▲77 | 1.6 | 1 | ▲142 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲50 | 0.5 |
| 54. Boston University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 2 | ▲08 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲63 | 8.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽09 | 0.5 |
| 55. Indiana University - Bloomington | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽03 | 3.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲08 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲72 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽43 | 0.5 |
| 56. Bocconi University - Milan - Italy | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲76 | 4.6 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲66 | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲73 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲12 | 0.5 |
| 57. Babson College | 1 | ▽11 | 0.8 | 2 | ▲240 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽15 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲91 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲00 | 0.5 |
| 58. Sewanee: The University of the South | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲50 | 6.0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲50 | 0.5 |
| 59. Universidad Pontifica de Comillas - ICADE | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲69 | 3.9 | 0 | 0 | 0 | 2 | ▲50 | 3.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲80 | 0.5 |
| 60. ESSEC Business School | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲387 | 3.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲75 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▲125 | 0.5 |
| 61. Wake Forest University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 1.5 | 0 | 0 | 0 | 2 | = = | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | = = | 8.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | = = | 0.5 |
| 62. Bowdoin College | 0 | 0 | 0 | 2 | = = | 1.7 | 3 | = = | 3.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | = = | 0.5 |
| 63. University of Waterloo | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽15 | 10.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | ▽24 | 0.5 |
| 64. University of Richmond | 0 | 0 | 0 | 1 | = = | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | = = | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | = = | 8.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | = = | 0.5 |
| 65. Brown University | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲62 | 1.3 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽40 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲20 | 0.4 |
| 66. Johann-Wolfang-Goethe University Frankfurt | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲73 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲66 | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲80 | 0.4 |
| 67. N/A | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 2.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 4.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | = = | 0.4 |
| 68. Penn State University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▽11 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲68 | 2.7 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲45 | 8.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲20 | 0.4 |
| 69. Tulane University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽40 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲85 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲57 | 6.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽27 | 0.4 |
| 70. Kings College London | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲62 | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲83 | 6.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽34 | 0.4 |
| 71. Marquette University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | ▲83 | 6.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲80 | 0.4 |
| 72. University of Connecticut | 3 | ▲33 | 2.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲91 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲44 | 0.4 |
| 73. City University of New York, Baruch College | 0 | 0 | 0 | 1 | ▽20 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽07 | 4.0 | 1 | ▽37 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽34 | 0.4 |
| 74. Washington University in St. Louis | 1 | ▽11 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | = = | 4.2 | 1 | ▲96 | 5.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲44 | 0.4 |
| 75. Stanford University | 1 | = = | 0.8 | 3 | ▽19 | 2.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲03 | 0.4 |
| 76. Texas Christian University | 2 | ▲77 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲142 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲303 | 12.5 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲80 | 0.4 |
| 77. The Chinese University of Hong Kong | 2 | ▲77 | 1.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▲161 | 3.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲20 | 0.4 |
| 78. Arizona State University | 2 | ▲77 | 1.6 | 2 | ▲70 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▲44 | 0.4 |
| 79. Villanova University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲50 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | ▲30 | 1.7 | 0 | 0 | 0 | 1 | ▽53 | 2.0 | 0 | 0 | 0 | 1 | ▲73 | 2.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽19 | 0.4 |
| 80. Florida State University | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | ▽25 | 3.0 | 1 | ▲50 | 1.5 | 1 | ▲66 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | ▽09 | 0.4 |
The university statistics table includes schools with four or more submissions.
The green numbers shown in the overall percentage distribution table represent when a school has a higher representation at a specific firm relative to its own overall distribution percentage.
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Methodology FAQ
How often is this data updated?
The rankings are constantly changing and evolving based on additional data we collect every day. The graphs and tables use the data from YTD and the prior 2 years. See tabs located above on this page to access previous year rankings.
Why do the average compensation numbers look so low?
Remember that the compensation you are accustomed to hearing for top performers in the top groups in New York is well above the average for cities around the world. The compensation average graphs are a global average which includes regional cities and groups that bring the average down. If you would like company and group specific compensation data, please visit the WSO Company Database.
Where does this data come from?
The compensation, review and interview data comes from WSO member submissions to the WSO Company Database. With over 50,000 submissions to date across thousands of companies, the database is solely a representation of what our members were paid and how they rank companies on various metrics. Please see below for a detailed breakdown of the member statistics for those that have contributed to the database.
What are the percentile rankings based on?
The percentile rankings of companies listed here are based on the current YTD and the prior two years of data for companies that received at least one vote. The simple average scores are converted into an Adjusted Score before the companies are ranked to take into account companies with a smaller sample size. This method uses Bayesian Statistics.
Why do you use Bayesian Statistics to adjust scores?
This methodology is used in order to account for standard deviation in rankings. As a company gets more rankings and data, we have more confidence that the average ranking is a true reflection of reality, so this is reflected in the adjusted scores and Percentile rankings. Learn more about Bayesian Statistics here.
Why don't I see company XYZ?
Some great smaller firms may not be represented in the rankings for the simple reason that we have not collected enough data to represent them accurately or for us to have enough data to display them at all.
What is the geographical representation of the submissions?
The WSO user base is very US-centric with approximately 70% of all submissions coming within the United States of America. Please see the detailed breakdown of the member statistics for those that have contributed to the database. For more company and city specific compensation, please visit the WSO Company Database.
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