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Highest ROI Majors
Top 50 college majors by ROI percentile (net of opportunity cost)
| # | College | Major | Degrees | Accept | Earnings | Earn % | Earn z | ROI | Employ | Debt-to-Earn | Male | White | Asian | Black | Hispanic | Intl | SAT p25 | SAT p50 | SAT p75 | Submit % | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | U. of Pennsylvania | Health Care Management & Policy | 23 | 5% | $311,453 | 100 | +12.63 | 100 | 95% | — | 48% | 4% | 52% | 13% | 4% | 17% | 1500 | 1530 | 1560 | 70% |
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| 2 | U. of Pennsylvania | Finance | 354 | 5% | $310,778 | 100 | +7.30 | 100 | 95% | — | 57% | 25% | 31% | 5% | 12% | 21% | 1500 | 1530 | 1560 | 70% |
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| 3 | U. of Pennsylvania | 45 | 5% | $277,397 | 100 | +10.66 | 100 | 94% | — | 44% | 33% | 27% | 4% | 9% | 22% | 1500 | 1530 | 1560 | 70% |
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| 4 | Carnegie Mellon | Computer Science | 280 | 11% | $274,277 | 100 | +4.37 | 100 | 94% | — | 64% | 14% | 38% | 2% | 8% | 26% | 1500 | 1530 | 1560 | 84% |
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| 5 | Yale | Computer Science | 145 | 3% | $262,452 | 100 | +4.02 | 100 | 100% | — | 72% | 17% | 43% | 4% | 7% | 21% | 1480 | 1520 | 1560 | 92% |
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| 6 | Yale | Computer Science & Economics | 10 | 3% | $262,452 | 100 | +3.50 | 100 | 100% | — | 90% | 30% | 30% | 0% | 10% | 10% | 1480 | 1520 | 1560 | 92% |
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| 7 | U. of Pennsylvania | Entrepreneurship & Innovation | 14 | 5% | $236,473 | 100 | +7.14 | 100 | 95% | — | 57% | 14% | 36% | 21% | 14% | 14% | 1500 | 1530 | 1560 | 70% |
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| 8 | Brown | Computer Science | 243 | 6% | $229,684 | 99 | +3.06 | 100 | 97% | — | 58% | 26% | 31% | 7% | 12% | 15% | 1470 | 1510 | 1550 | 100% |
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| 9 | Cornell | Computer Science | 516 | 8% | $228,271 | 99 | +3.02 | 100 | 97% | — | 63% | 18% | 43% | 5% | 10% | 12% | 1490 | 1520 | 1550 | 56% |
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| 10 | Caltech | Computer Science | 88 | 4% | $219,602 | 98 | +2.77 | 100 | 97% | — | 59% | 10% | 51% | 8% | 14% | 11% | 1540 | 1560 | 1580 | 100% |
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| 11 | Harvey Mudd | Computer Science & Mathematics | 54 | 12% | $220,132 | 100 | +2.45 | 100 | 98% | — | 59% | 7% | 31% | 11% | 15% | 26% | 1500 | 1530 | 1560 | 76% |
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| 12 | Washington University in St Louis | Finance | 101 | 12% | $219,823 | 99 | +4.17 | 100 | 94% | — | 66% | 50% | 19% | 4% | 13% | 7% | 1500 | 1530 | 1550 | 61% |
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| 13 | Stanford | Computer Science | 446 | 4% | $211,945 | 98 | +2.55 | 100 | 95% | — | 65% | 15% | 46% | 7% | 11% | 11% | 1520 | 1550 | 1570 | 77% |
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| 14 | Harvard | Applied Mathematics | 137 | 4% | $211,279 | 100 | +3.25 | 100 | 95% | — | 58% | 30% | 26% | 5% | 8% | 23% | 1440 | 1500 | 1550 | 100% |
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| 15 | Rice | Computer Science | 197 | 8% | $215,464 | 98 | +2.65 | 100 | 94% | — | 65% | 17% | 46% | 6% | 11% | 17% | 1510 | 1540 | 1560 | 83% |
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| 16 | Southwestern Oklahoma State | Pharmaceutical Sciences | 71 | 100% | $186,370 | 99 | +2.31 | 100 | 100% | — | 52% | 52% | 13% | 7% | 10% | 0% | — | — | — | — |
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| 17 | U. of California, Berkeley | Computer Science | 915 | 11% | $199,871 | 96 | +2.19 | 100 | 96% | — | 71% | 10% | 50% | 0% | 5% | 23% | — | — | — | — |
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| 18 | Dartmouth | Computer Science | 136 | 6% | $207,136 | 97 | +2.41 | 100 | 95% | — | 67% | 36% | 18% | 4% | 6% | 24% | 1440 | 1500 | 1550 | 100% |
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| 19 | Columbia | Computer Science | 377 | 5% | $205,718 | 97 | +2.36 | 100 | 93% | — | 64% | 21% | 29% | 8% | 12% | 23% | 1510 | 1540 | 1560 | 67% |
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| 20 | Princeton | Computer Science | 194 | 4% | $201,879 | 97 | +2.25 | 100 | 100% | — | 58% | 20% | 35% | 9% | 10% | 16% | 1490 | 1530 | 1560 | 80% |
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| 21 | U. of California, Berkeley | Electrical Engineering and Computer Sciences | 505 | 11% | $195,999 | 94 | +2.08 | 100 | 97% | — | 78% | 15% | 51% | 1% | 11% | 12% | — | — | — | — |
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| 22 | U. of Pennsylvania | Logic, Information, & Computation | 150 | 5% | $203,161 | 100 | +2.99 | 100 | 98% | — | 68% | 16% | 45% | 1% | 5% | 22% | 1500 | 1530 | 1560 | 70% |
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| 23 | Johns Hopkins | Computer Science | 146 | 6% | $203,258 | 97 | +2.29 | 100 | 97% | — | 60% | 18% | 36% | 8% | 10% | 22% | 1530 | 1550 | 1560 | 77% |
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| 24 | U. of Illinois Urbana-Champaign | Computer Science | 458 | 37% | $191,898 | 94 | +1.96 | 100 | 96% | — | 70% | 15% | 48% | 2% | 3% | 29% | 1390 | 1460 | 1520 | 57% |
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| 25 | Brown | Computer Science & Economics | 57 | 6% | $201,560 | 93 | +1.99 | 100 | — | — | 74% | 37% | 28% | 5% | 5% | 21% | 1470 | 1510 | 1550 | 100% |
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| 26 | Harvard | Computer Science | 224 | 4% | $196,298 | 94 | +2.09 | 100 | 94% | — | 66% | 17% | 42% | 5% | 8% | 20% | 1440 | 1500 | 1550 | 100% |
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| 27 | Duke | Computer Science | 238 | 5% | $200,817 | 96 | +2.22 | 100 | 98% | — | 61% | 27% | 29% | 5% | 13% | 15% | 1510 | 1540 | 1570 | 75% |
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| 28 | Carnegie Mellon | Electrical & Computer Engineering | 247 | 11% | $197,233 | 99 | +3.78 | 100 | 98% | — | 58% | 19% | 30% | 5% | 9% | 26% | 1500 | 1530 | 1560 | 84% |
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| 29 | UCLA | Computer Engineering | 87 | 9% | $188,644 | 99 | +3.38 | 100 | 100% | — | 86% | 20% | 57% | 0% | 8% | 10% | — | — | — | — |
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| 30 | Yale | Computer Science & Mathematics | 20 | 3% | $197,021 | 91 | +1.87 | 100 | — | — | 75% | 30% | 35% | 0% | 25% | 0% | 1480 | 1520 | 1560 | 92% |
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| 31 | Pomona | Computer Science | 77 | 7% | $193,864 | 94 | +2.02 | 100 | 100% | — | 69% | 29% | 19% | 8% | 9% | 23% | 1490 | 1520 | 1550 | 49% |
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| 32 | Duke | Electrical & Computer Engineering | 106 | 5% | $198,126 | 100 | +3.83 | 100 | 95% | — | 77% | 35% | 33% | 4% | 9% | 12% | 1510 | 1540 | 1570 | 75% |
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| 33 | Northwestern | Computer Science | 137 | 8% | $194,600 | 94 | +2.04 | 100 | 93% | — | 72% | 28% | 30% | 5% | 8% | 20% | 1520 | 1540 | 1560 | 73% |
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| 34 | MIT | Computer Science and Engineering (Course 6-3) | 323 | 5% | $191,593 | 93 | +1.95 | 100 | 93% | — | 58% | 12% | 45% | 6% | 13% | 12% | 1520 | 1550 | 1570 | 100% |
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| 35 | Duke | Economics | 190 | 5% | $196,507 | 100 | +3.70 | 100 | 98% | — | 63% | 49% | 18% | 3% | 8% | 13% | 1510 | 1540 | 1570 | 75% |
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| 36 | Northwestern | Applied Mathematics | 19 | 8% | $193,100 | 96 | +2.67 | 100 | 96% | — | 74% | 42% | 5% | 5% | 11% | 16% | 1520 | 1540 | 1560 | 73% |
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| 37 | MIT | Mathematics (Course 18) | 97 | 5% | $188,434 | 100 | +3.89 | 100 | 94% | — | 66% | 21% | 35% | 3% | 11% | 22% | 1520 | 1550 | 1570 | 100% |
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| 38 | Wake Forest | Finance | 143 | 18% | $190,983 | 99 | +3.17 | 100 | 100% | — | 74% | 77% | 6% | 1% | 6% | 6% | 1420 | 1460 | 1490 | 46% |
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| 39 | U. of Pennsylvania | Statistics and Data Science | 38 | 5% | $186,204 | 100 | +5.37 | 100 | 94% | — | 66% | 5% | 39% | 0% | 5% | 29% | 1500 | 1530 | 1560 | 70% |
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| 40 | U. of Maryland, College Park | Computer Engineering | 88 | 45% | $176,248 | 99 | +2.79 | 100 | 94% | — | 88% | 39% | 27% | 9% | 7% | 6% | 1410 | 1470 | 1520 | 44% |
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| 41 | Amherst | Computer Science | 59 | 8% | $187,721 | 93 | +1.84 | 100 | 94% | — | 59% | 20% | 17% | 5% | 17% | 36% | 1470 | 1510 | 1540 | 56% |
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| 42 | U. of Washington | Computer Engineering | 28 | 42% | $173,260 | 99 | +2.65 | 100 | 94% | — | 82% | 36% | 29% | 4% | 11% | 14% | 1320 | 1410 | 1500 | 24% |
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| 43 | U. of Illinois Urbana-Champaign | Computer Engineering | 458 | 37% | $174,097 | 99 | +2.69 | 100 | 96% | — | 85% | 18% | 43% | 1% | 3% | 31% | 1390 | 1460 | 1520 | 57% |
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| 44 | U. of Washington - Bothell | Computer Engineering | 13 | 86% | $173,260 | 99 | +2.65 | 100 | 94% | — | 85% | 46% | 38% | 0% | 0% | 8% | 1030 | 1200 | 1360 | 17% |
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| 45 | U. of Washington - Tacoma | Computer Engineering and Systems | 10 | 83% | $173,260 | 99 | +2.65 | 100 | 94% | — | 80% | 30% | 30% | 10% | 30% | 0% | 940 | 1070 | 1200 | 17% |
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| 46 | U. of Chicago | Computer Science | 174 | 5% | $185,851 | 92 | +1.78 | 100 | 100% | — | 67% | 30% | 28% | 6% | 9% | 14% | 1500 | 1530 | 1560 | 82% |
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| 47 | Washington University in St Louis | Computer Science | 160 | 12% | $186,118 | 93 | +1.79 | 100 | 94% | — | 64% | 29% | 26% | 10% | 8% | 22% | 1500 | 1530 | 1550 | 61% |
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| 48 | MIT | Artificial Intelligence and Decision Making (Course 6-4) | 85 | 5% | $181,134 | 90 | +1.57 | 100 | — | — | 59% | 20% | 39% | 11% | 7% | 16% | 1520 | 1550 | 1570 | 100% |
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| 49 | U. of Notre Dame | Finance | 307 | 9% | $184,114 | 98 | +2.93 | 100 | 99% | — | 70% | 68% | 5% | 1% | 11% | 8% | 1460 | 1500 | 1540 | 67% |
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| 50 | Colgate | Computer Science | 71 | 18% | $183,437 | 92 | +1.71 | 100 | 100% | — | 59% | 46% | 11% | 6% | 4% | 18% | 1450 | 1480 | 1510 | 39% |
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