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%%
Overall151100%--148100%--141100%--128100%--111100%--109100%--97100%--73100%--45100%--40100%--1043100%--
1. University of Pennsylvania12 ▲127.93 ▽352.08 ▲145.72 ▲1001.60003 ▲862.82 ▲402.12 ▲352.72 ▲834.400034 ▲173.3
2. Cornell University4 ▲232.64 ▲222.73 ▲232.16 ▽094.74 ▲123.66 ▲1115.51 ▽331.01 ▲401.41 ▽372.200030 ▲192.9
3. New York University NYU5 = = 3.37 ▲064.72 ▽301.43 ▽362.33 ▽252.75 = = 4.60001 ▽601.41 ▽732.200027 ▽232.6
4. London School of Economics (LSE)6 ▽024.03 ▽202.01 ▽300.75 ▲953.95 ▲1504.50000002 ▽472.72 ▲834.41 ▲1272.525 ▲102.4
5. Harvard University3 ▽392.05 ▲213.42 ▲3661.43 ▽042.31 ▽350.90003 ▲343.13 ▽324.100000020 ▽201.9
6. Columbia University3 ▲172.02 ▽121.41 ▽740.74 ▽223.12 ▲281.81 ▲800.93 ▽183.11 ▽441.41 ▽082.200018 ▽221.7
7. University of Chicago2 ▲2251.33 ▲052.04 ▲032.84 ▲933.11 ▽600.92 ▲2601.80000000002 ▲285.018 ▲071.7
8. Yale University4 ▲522.61 ▽630.74 ▲402.83 ▲1872.31 ▲800.90002 ▲402.10001 ▲832.21 ▲132.517 ▲281.6
9. University of California, Berkeley5 ▲573.30003 ▲052.11 ▽330.82 ▲1001.82 ▲2601.80002 ▲1702.72 ▽064.400017 ▲151.6
10. Georgetown University1 ▲750.72 ▽261.45 ▲163.51 = = 0.82 = = 1.81 ▽100.90003 ▽084.100000015 ▽151.4
11. Rutgers University0002 ▲161.40001 = = 0.80003 ▲4602.80006 ▲1058.20002 ▲1945.014 ▲231.3
12. University of Southern California USC0004 ▽122.71 ▽580.71 = = 0.83 ▲172.72 = = 1.80001 ▲1801.42 ▲834.400014 ▽131.3
13. Duke University4 ▲1162.64 ▲1252.70000000003 ▲1802.81 ▽561.01 ▲1801.40001 ▲472.514 ▲051.3
14. University of Warwick1 ▲750.72 ▲161.41 ▽300.73 ▲4752.31 = = 0.90003 ▽313.11 ▽441.41 ▲832.200013 ▲151.2
15. University College London1 ▲750.71 ▽220.73 ▲1102.12 = = 1.62 ▲1001.80002 ▲402.11 ▲1801.400000012 ▲521.2
16. University of Michigan2 ▽231.32 ▲1331.43 ▽222.10000001 ▽100.90001 ▽301.40003 ▲1677.512 ▽091.2
17. Emory University2 ▲081.30001 ▲1330.72 = = 1.62 ▲1001.84 ▲2703.700000000000011 ▲721.1
18. University of Virginia UVA1 ▲750.71 ▽560.70001 ▽330.80006 ▲1755.52 ▲402.100000000011 ▲311.1
19. Boston College2 ▲621.32 ▽121.42 ▽171.41 = = 0.80000003 ▲1063.10001 ▽532.200011 ▽101.1
20. University of Notre Dame2 ▲621.31 ▲1330.71 ▲1330.72 ▲3001.62 ▽211.81 = = 0.91 ▽561.000000000010 ▲451.0
21. The University of Texas at Austin1 ▲750.70004 ▲1152.81 = = 0.83 ▲502.71 ▽400.900000000000010 ▲011.0
22. Stanford University2 ▽231.32 ▲551.40002 ▲1001.61 = = 0.90003 ▲343.100000000010 ▲271.0
23. Princeton University0005 ▽273.42 ▲1001.40001 = = 0.90000002 ▲802.700000010 ▽271.0
24. Imperial College London0000000001 ▲1000.82 ▲1001.80001 ▲251.03 ▲1054.12 ▲834.40009 ▲300.9
25. University of California Los Angeles0000003 ▲1102.13 ▲152.32 = = 1.80000000000001 ▲3162.59 ▲300.9
26. University of North Carolina at Chapel Hill1 ▲750.70004 ▲402.80000000004 ▽084.10000000009 ▽120.9
27. Northwestern University4 ▲232.60000003 ▲152.31 ▲800.90000000000000008 ▽260.8
28. Università Commerciale Luigi Bocconi0000001 ▽300.73 ▲432.30000003 ▲1063.10001 ▲832.20008 ▲080.8
29. University of Nottingham0000001 ▲1330.72 ▲1001.60000004 ▲364.11 ▽441.40000008 ▲010.8
30. Singapore Management University3 ▲662.00004 ▲1152.80000000000000001 ▲832.20008 ▲1030.8
31. Texas A&M University0001 ▲1330.72 ▲1001.43 ▲912.30001 ▽100.90000000000007 ▲780.7
32. Rice University1 = = 0.72 ▲161.40001 = = 0.80002 ▲2601.80000000001 ▲3162.57 ▲780.7
33. University of Oxford0000000001 = = 0.82 ▽211.80002 ▽302.11 ▽061.41 ▲832.20007 ▽450.7
34. Northeastern University0001 ▲1330.72 ▲1001.41 ▲1000.81 ▲800.91 ▲800.90000000001 ▲3162.57 ▲580.7
35. Vanderbilt University1 ▲750.72 ▲3661.41 ▲1330.71 ▲1000.80002 ▽411.80000000000007 ▲290.7
36. HEC Paris2 ▲621.30001 = = 0.71 ▲1000.81 ▲800.90001 ▲251.00001 ▲832.20007 ▲780.7
37. Indiana University - Bloomington0000002 ▲071.40001 ▲800.91 ▽400.92 ▲402.11 ▲401.40000007 ▽050.7
38. Brigham Young University1 ▲750.73 ▲1222.00001 ▲1000.80000000001 ▽061.40000006 ▲110.6
39. University of Wisconsin-Madison0000001 ▲1330.71 ▽500.80001 ▲800.93 ▲033.10000000006 ▽120.6
40. Wake Forest University0002 ▲1331.42 ▲071.41 ▲1000.80001 ▲800.90000000000006 ▲520.6
41. University of Hong Kong1 ▽580.72 ▲551.41 ▲1330.70001 ▽500.90001 ▲251.00000000006 ▽180.6
42. Claremont McKenna College1 = = 0.70002 ▲1001.40002 ▲1001.81 ▲800.90000000000006 ▲1440.6
43. University of Cambridge1 ▲750.70001 = = 0.70000000000002 ▲802.72 ▲834.40006 ▲010.6
44. Temple University0000000000000006 ▲525.50000000000006 ▲740.6
45. Indiana University0003 ▲1222.01 ▽300.71 ▲1000.80000000000000000005 ▽150.5
46. ESSEC Business School2 = = 1.30000001 = = 0.82 = = 1.80000000000000005 = = 0.5
47. University of Bath0000000002 ▲1001.62 ▲1001.80001 ▲251.00000000005 ▲690.5
48. Boston University1 ▽410.70002 ▲1001.40000002 ▲801.80000000000005 ▲450.5
49. City University of New York, Baruch College0002 ▽261.41 ▲1330.70002 ▲2601.80000000000000005 ▽150.5
50. University of Massachusetts at Amherst1 = = 0.71 ▲1330.72 ▲1001.40000001 ▲800.90000000000005 ▲690.5
51. National University of Singapore2 ▲621.31 ▲1330.70000001 = = 0.90001 ▲251.00000000005 ▽320.5
52. Bocconi University - Milan - Italy0001 ▲1330.70000000000001 ▲251.01 ▲1801.40002 ▲3545.05 ▲450.5
53. University of Illinois at Urbana-Champaign4 ▲522.60000000001 ▲800.90000000000000005 ▲130.5
54. University of Florida0000000001 ▲1000.81 ▲800.90001 ▲251.01 ▽061.40000004 ▽370.4
55. Imperial College, University of London0001 ▽220.70001 ▲1000.81 ▲800.90001 ▲251.00000000004 ▲160.4
56. University of Manchester2 ▲621.30000001 ▲1000.80000000001 ▲1801.40000004 ▲350.4
57. IIT - BHU0002 ▲1331.40002 ▲1001.60000000000000000004 ▲1030.4
58. University of Leicester0000000004 ▲933.10000000000000000004 ▲620.4
59. University of Washington1 ▲750.71 ▲160.70002 ▲1001.60000000000000000004 ▽090.4
60. University of Toronto1 ▲750.71 ▲160.70001 = = 0.81 = = 0.90000000000000004 ▲1030.4
61. Erasmus University of Rotterdam1 ▲750.70001 ▲1330.70001 ▲800.90000001 ▲1801.40000004 ▲620.4
62. Dickinson College0000003 ▲1102.10000000001 ▲251.00000000004 ▲1030.4
63. UCSD1 ▲750.70003 ▲1102.10000000000000000000004 ▲1030.4
64. Bocconi University2 ▲621.30002 ▲401.40000000000000000000004 ▲620.4
65. EDHEC Business School0000002 ▲401.40000000000000000002 ▲3545.04 ▲620.4
66. Penn State University0002 ▲1331.41 ▽300.70000000000000001 ▲832.20004 ▽260.4
67. Southern Methodist University (SMU)0002 ▲1331.41 ▽460.70000000000000000001 ▲1272.54 ▽090.4
68. The Ohio State University0002 ▲551.40000000000002 ▲402.10000000004 ▽410.4
69. Hong Kong University of Science and Technology (HKUST)1 ▲750.73 ▲252.00000000000000000000000004 ▽320.4
70. Williams College0001 ▲1330.70000001 = = 0.90002 ▲402.10000000004 ▽410.4
71. Fordham University2 ▲621.31 ▲160.70000000000000000001 ▲832.20004 ▽450.4
72. UNSW1 ▲750.70000000003 ▲922.70000000000000004 ▲1030.4
73. University of St Gallen2 ▲621.30000000000000000000002 ▲834.40004 ▲350.4
74. University of Rochester0000000000000000002 ▽442.12 ▲1702.70000004 ▲160.4
75. University of Central Florida0000000000000003 ▲862.81 ▲251.00000000004 ▲1030.4
76. Middlebury College0000000000000000000002 ▲352.70002 ▲3545.04 ▲010.4
77. Carlson School of Management - University of Minnesota0000000000001 ▲800.93 ▲862.80000000000004 ▲1030.4
78. University of British Columbia0000000000004 ▲1003.60000000000000004 ▲350.4

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
n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%n%%
Overall127100%--119100%--77100%--67100%--66100%--65100%--63100%--59100%--50100%--50100%--44100%--38100%--38100%--37100%--32100%--25100%--24100%--19100%--16100%--8100%--8100%--5100%--1037100%--
1. University of Michigan11 ▲478.77 ▲905.90001 ▽621.52 ▲2003.00000001 ▲301.72 ▲664.03 ▲876.00000000003 ▲1538.11 ▽133.11 ▲1504.01 ▲444.21 ▽505.31 ▲576.31 = = 12.500000036 ▲273.5
2. University of Pennsylvania2 ▽301.68 ▽086.71 ▲621.33 ▲1254.50001 ▽111.50003 ▲965.15 ▲31610.00000001 = = 2.60000003 ▲329.400000000000000000000027 ▲162.6
3. Emory University5 ▲443.95 ▲614.21 = = 1.32 ▲503.01 ▲501.50001 ▽111.63 ▲2925.10002 ▲814.00001 ▽132.61 ▲852.600000000000000000000000000022 ▲522.1
4. New York University NYU0005 ▲024.22 ▽312.60001 ▲501.53 ▽114.61 ▽401.61 ▽151.73 ▲626.01 = = 2.01 ▽532.30000000001 ▽133.11 ▲1504.00000001 ▲576.300000000021 ▽252.0
5. London School of Economics (LSE)4 ▲143.12 ▲061.75 ▲446.50000005 ▲797.70001 ▲1421.70000000000002 ▲825.30001 ▲723.10000000000000001 ▲19012.500021 ▲222.0
6. University of Chicago3 ▲712.42 ▽341.70000001 ▽251.50007 ▲3511.10002 ▲084.00000001 ▲732.61 ▲852.61 ▽432.70000001 ▲444.200000000000000019 ▲041.8
7. University of Notre Dame0003 ▲562.50001 ▽251.52 ▽033.00003 ▲334.80000003 ▽076.00000000003 ▲688.12 ▲2506.30000000000000001 ▲19012.500018 ▲081.7
8. Vanderbilt University2 ▲2201.60001 ▲621.34 ▲206.00000003 ▲4334.80000000001 ▲912.31 ▽132.62 ▲825.30000000002 ▽038.30001 ▲576.300000000017 ▲391.6
9. Duke University0006 ▲065.00000000000002 ▲773.20000000000000002 ▲825.32 ▽665.41 ▲723.10001 ▲444.22 ▲9410.51 ▲576.300000000017 ▽091.6
10. The University of Texas at Austin1 ▽550.81 = = 0.81 ▲621.32 ▲2003.00000000002 ▲703.43 ▲226.00000000002 ▽075.30002 ▲166.31 ▲1504.00000000000001 ▲19012.51 ▲48820.017 ▲221.6
11. Indiana University1 ▽110.81 ▽500.80001 ▲501.50002 ▲823.13 ▽344.80001 ▽162.02 ▲254.00000001 ▲852.60000000000000000001 ▲30312.53 ▲7237.500016 ▽191.5
12. University of Southern California USC1 ▽700.83 ▽512.52 ▽132.60002 ▽263.00002 ▲773.22 ▲703.40000000002 ▲765.30000001 ▲723.10000000001 ▲576.300000000016 ▽191.5
13. Georgetown University3 ▲332.40002 ▲732.61 ▽501.50002 ▽083.10001 ▲301.72 ▲664.03 ▲396.00000000000001 ▽133.10000000001 ▲576.300000000016 ▲071.5
14. Boston College3 ▲042.40000003 ▲504.50000001 ▽111.61 ▽151.70000001 ▲912.32 ▲175.32 ▽075.31 ▲682.70000001 ▲444.200000000000000015 ▲121.4
15. University of Oxford0000003 ▲023.90000002 ▲823.10001 ▲1421.71 ▲662.00002 ▲874.50001 ▲852.63 ▲688.11 ▽133.100000000000000000000014 ▲331.4
16. University of Florida2 ▲771.63 ▲1502.50004 ▲206.00000001 ▽111.62 ▲1613.40000000000000000000001 = = 4.000000000000000000013 ▲671.3
17. Northwestern University3 ▲712.43 ▲562.51 ▲621.30000000002 ▲183.22 ▲1613.40000000000001 ▲852.61 ▽152.700000000000000000000000013 ▲301.3
18. Cornell University2 ▽401.62 ▲701.70000002 ▲503.02 ▲193.11 ▲771.60000000001 ▲912.30000000001 ▽133.10001 ▲444.20000001 ▲30312.500000013 ▽241.3
19. The Ohio State University1 ▽110.80000000002 ▲503.00003 ▲064.80000001 = = 2.00000001 ▲852.60000004 ▲0816.000000000000000000012 ▲031.2
20. University of California Los Angeles0001 ▽500.81 ▽561.30001 ▽511.50000001 ▲301.73 ▲626.00001 = = 2.30001 = = 2.61 ▽572.70000000001 ▽015.30001 ▲3312.500000012 ▽301.2
21. Università Commerciale Luigi Bocconi0000002 ▲732.60000001 ▽421.50000001 ▽162.00000003 ▲4267.90003 ▲288.11 ▲723.100000000000000000000011 ▲321.1
22. University of Virginia UVA1 ▽650.81 ▲600.80002 ▲503.00000001 ▽111.61 ▲301.70000000000000001 = = 2.71 ▽133.10001 ▽704.20000000001 ▲19012.500010 ▽301.0
23. University of California, Berkeley1 ▽650.82 ▲061.70000002 ▽413.02 ▲823.10000000000000000000002 ▲685.40000000000001 ▲576.300000000010 ▽411.0
24. University of Nottingham2 ▲141.60000001 ▲501.50001 ▲661.50000001 ▲662.00000000000004 ▲7110.80000000000000000000000009 ▲250.9
25. Columbia University1 ▲600.84 ▽173.40000000000000000000000000000000001 = = 2.72 ▽116.30000001 ▲965.30000000000009 ▽340.9
26. Northeastern University1 ▽420.80000004 ▲506.01 ▲501.50000001 ▲301.70000000000001 = = 2.60000000000000001 = = 6.30000000009 ▽090.9
27. Fordham University0003 ▲562.50000000000000000000000001 = = 2.32 = = 5.32 ▲2785.30000000000000000001 ▲30312.50000009 ▲2250.9
28. University of Warwick0000002 ▲732.61 ▲501.50001 ▽111.50000000000003 ▲836.81 ▲732.61 ▲852.60000000000000000000000000009 ▲250.9
29. University of Wisconsin-Madison1 ▽110.80000000006 ▲499.10000000000002 = = 4.00000000000000000000000000000000000009 ▲470.9
30. University of North Carolina at Chapel Hill0000002 ▲132.61 ▽251.50000002 ▲2553.21 ▽151.71 ▲662.00000000000000000000000000000001 ▲30312.50000008 ▲030.8
31. ESCP Europe0001 ▲600.84 ▲155.20000001 ▲661.50000001 ▲662.00001 ▽532.30000000000000000000000000000000008 ▲110.8
32. Southern Methodist University (SMU)3 ▲042.40000000001 ▲501.50000000003 ▲626.00000000000000000001 ▲214.00000000000000000008 ▲030.8
33. Hong Kong University of Science and Technology (HKUST)0000000000000005 ▲797.70000000000001 ▲912.32 ▲765.30000000000000000000000000000008 ▲600.8
34. Rice University0002 ▲701.70001 ▲501.50000000002 ▲1613.40000002 ▲874.50000000000000000000000000000000007 ▽020.7
35. Imperial College London4 ▲723.12 ▲701.70000000001 = = 1.50000000000000000000000000000000000000000000000007 ▲1100.7
36. University of Western Ontario - Richard Ivey School of Business0003 ▽562.50000000000000002 ▲1613.40002 ▽254.00000000000000000000000000000000000007 ▽530.7
37. Brigham Young University1 ▲600.81 ▲600.82 ▽502.60000000001 = = 1.60001 = = 2.00000000000000000000000000000000000000006 ▽220.6
38. University of Illinois at Urbana-Champaign2 ▲771.60000000000001 ▲661.51 ▲771.60000001 ▽372.00000000001 ▽432.70000000000000000000000006 ▽090.6
39. University of Washington0000000000000000000000000003 ▲396.00000001 ▲852.61 ▲682.70001 ▲1504.00000000000000000006 ▽320.6
40. University College London0001 ▲600.80000000001 ▲661.50000000000002 ▲874.51 ▲732.60001 = = 2.70000000000000000000000006 ▽010.6
41. Other0001 = = 0.81 ▲621.30000000000000000000003 ▽066.80000000000000001 ▲444.20000000000000006 ▽090.6
42. Washington and Lee University1 ▲600.80000000003 ▽114.50000000000000000000000000000000001 ▲444.20000000000001 ▲48820.06 ▲350.6
43. Georgia Institute of Technology1 ▽420.80000004 ▲1006.01 ▲501.50000000000000000000000000000000000000000000000000006 ▲080.6
44. Dartmouth College2 ▲771.63 ▲1502.50001 ▽501.50000000000000000000000000000000000000000000000000000006 ▽090.6
45. McGill University1 ▲600.81 ▽200.80000000000000000000004 ▲1508.00000000000000000000000000000000000006 ▲800.6
46. HEC Paris0000004 ▲735.20000001 ▽421.50000000000000000000000001 ▲723.10000000000000000000006 ▲350.6
47. University of Exeter0000000001 ▽251.50005 ▲487.70000000000000000000000000000000000000000000000006 ▲200.6
48. University of Toronto0001 ▲600.80000000000000000000004 ▲868.00000001 ▽392.60000000000000000000000000006 ▽090.6
49. National University of Singapore0000000000000002 ▲823.10000000000000000000000000000000004 ▲9521.10000000000006 ▲800.6
50. University of Georgia0000000001 ▽251.50000003 ▲774.80000000000000000001 = = 2.70000000000000000000000005 ▲290.5
51. new york university0002 ▲701.70001 ▲501.50001 ▲661.51 ▲771.60000000000000000000000000000000000000000000005 ▲500.5
52. Michigan State University0000000001 ▲501.51 ▽511.50002 ▲2553.20000000000000000000000000000000001 ▲576.30000000005 ▲500.5
53. Frankfurt School of Finance & Management0000000000003 ▲3504.50001 ▲771.61 ▲1421.70000000000000000000000000000000000000000005 ▲500.5
54. Boston University0000000000000000000001 ▲301.72 ▲084.00000000000000000002 ▲638.00000000000000000005 ▽090.5
55. Indiana University - Bloomington0000000000002 ▽033.00000000002 ▲084.00000000000000001 ▲723.10000000000000000000005 ▽430.5
56. Bocconi University - Milan - Italy0000000000000003 ▲764.60000001 ▲662.00000001 ▲732.60000000000000000000000000000005 ▲120.5
57. Babson College1 ▽110.82 ▲2401.70000000000000001 ▽151.70000001 ▲912.30000000000000000000000000000000005 ▲000.5
58. Sewanee: The University of the South0000000004 ▲506.01 ▲501.50000000000000000000000000000000000000000000000000005 ▲500.5
59. Universidad Pontifica de Comillas - ICADE0000003 ▲693.90002 ▲503.00000000000000000000000000000000000000000000000000005 ▲800.5
60. ESSEC Business School0000003 ▲3873.90000000000000000000000000000000002 ▲756.30000000000000000000005 ▲1250.5
61. Wake Forest University0000000001 = = 1.50002 = = 3.10000000000000000000000000000002 = = 8.30000000000000005 = = 0.5
62. Bowdoin College0002 = = 1.73 = = 3.90000000000000000000000000000000000000000000000000000000005 = = 0.5
63. University of Waterloo0000000000000000000000000005 ▽1510.00000000000000000000000000000000000005 ▽240.5
64. University of Richmond0001 = = 0.80000000002 = = 3.10000000000000000000000000000002 = = 8.30000000000000005 = = 0.5
65. Brown University0000001 ▲621.31 ▲501.50000001 ▽401.60000000000000000001 = = 2.70000000000000000000000004 ▲200.4
66. Johann-Wolfang-Goethe University Frankfurt0000002 ▲732.60000000000000002 ▲664.00000000000000000000000000000000000000004 ▲800.4
67. N/A0000000000001 = = 1.50000000001 = = 2.00000000000000000001 = = 4.00000000001 = = 12.50000004 = = 0.4
68. Penn State University0000000000000001 ▽111.50000000000000000000001 ▲682.70000002 ▲458.30000000000000004 ▲200.4
69. Tulane University0000000000000002 ▽403.10000000000000000001 ▲852.60000000000000001 ▲576.30000000004 ▽270.4
70. Kings College London0000001 ▲621.30000000000000000000003 ▲836.80000000000000000000000000000000004 ▽340.4
71. Marquette University0000000000001 ▲501.50000000000000003 ▲836.80000000000000000000000000000000004 ▲800.4
72. University of Connecticut3 ▲332.40000000000000000000000000001 ▲912.30000000000000000000000000000000004 ▲440.4
73. City University of New York, Baruch College0001 ▽200.80000000000000000000002 ▽074.01 ▽372.30000000000000000000000000000000004 ▽340.4
74. Washington University in St. Louis1 ▽110.80000000000000000001 ▲301.70000000000000000000000001 = = 4.21 ▲965.30000000000004 ▲440.4
75. Stanford University1 = = 0.83 ▽192.50000000000000000000000000000000000000000000000000000000000004 ▲030.4
76. Texas Christian University2 ▲771.60000000000000000001 ▲1421.70000000000000000000000000000000001 ▲30312.50000004 ▲800.4
77. The Chinese University of Hong Kong2 ▲771.60000000000000000002 ▲1613.40000000000000000000000000000000000000000004 ▲200.4
78. Arizona State University2 ▲771.62 ▲701.70000000000000000000000000000000000000000000000000000000000004 ▲440.4
79. Villanova University0000000000001 ▲501.50000001 ▲301.70001 ▽532.00001 ▲732.60000000000000000000000000000004 ▽190.4
80. Florida State University0000000002 ▽253.01 ▲501.51 ▲661.50000000000000000000000000000000000000000000000004 ▽090.4

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.