Lowest AI replacement risk first. Hands-on, physical and people-facing occupations rank highest. (841 occupations)
| # | Occupation | Median pay | In 10 yrs | Outlook | AI risk | Growth (10 yr) |
|---|---|---|---|---|---|---|
| 792 | Office and Administrative Support Workers, All Other Office & Admin · 192K workers |
$45,670 | $53,200est. | 24/100 | 80% | −7.3% |
| 802 | Computer and Information Research Scientists IT & Software · 37K workers |
$140,300 | $187,800est. | 64/100 | 81% | +21.8% |
| 802 | Database Architects IT & Software · 67K workers |
$139,500 | $175,800est. | 58/100 | 81% | +9.4% |
| 802 | Software Quality Assurance Analysts and Testers IT & Software · 187K workers |
$104,300 | $129,100est. | 49/100 | 81% | +5.7% |
| 802 | Anthropologists and Archeologists · 8,990 workers |
$70,770 | $87,700est. | 56/100 | 81% | +6.0% |
| 802 | Administrative Law Judges, Adjudicators, and Hearing Officers Legal · 16K workers |
$117,860 | $141,900est. | 39/100 | 81% | +0.0% |
| 802 | Billing and Posting Clerks Finance · 404K workers |
$48,500 | $58,300est. | 29/100 | 81% | −0.1% |
| 808 | Budget Analysts Finance · 47K workers |
$91,640 | $111,000est. | 39/100 | 82% | +1.9% |
| 808 | Personal Financial Advisors Finance · 267K workers |
$105,070 | $127,000est. | 40/100 | 82% | +1.4% |
| 808 | Financial Examiners Finance · 68K workers |
$94,160 | $118,300est. | 56/100 | 82% | +9.3% |
| 808 | Payroll and Timekeeping Clerks Finance · 153K workers |
$58,260 | $65,900est. | 22/100 | 82% | −15.9% |
| 808 | File Clerks Office & Admin · 73K workers |
$43,600 | $49,300est. | 16/100 | 82% | −15.8% |
| 808 | Interviewers, Except Eligibility and Loan Office & Admin · 148K workers |
$45,920 | $52,400est. | 21/100 | 82% | −10.4% |
| 814 | Historians · 3,450 workers |
$76,750 | $93,200est. | 47/100 | 83% | +3.0% |
| 814 | Loan Interviewers and Clerks Office & Admin · 165K workers |
$50,020 | $59,100est. | 24/100 | 83% | −2.4% |
| 814 | Office Clerks, General Office & Admin · 2.5M workers |
$45,010 | $52,300est. | 24/100 | 83% | −6.0% |
| 817 | Credit Analysts Finance · 64K workers |
$83,510 | $97,500est. | 29/100 | 84% | −4.3% |
| 817 | Bookkeeping, Accounting, and Auditing Clerks Accounting & Tax · 1.4M workers |
$50,670 | $58,800est. | 30/100 | 84% | −5.6% |
| 817 | Secretaries and Administrative Assistants, Except Legal, Medical, and Executive Office & Admin · 1.7M workers |
$47,540 | $55,100est. | 24/100 | 84% | −6.0% |
| 820 | Tax Preparers Accounting & Tax · 76K workers |
$54,920 | $66,800est. | 48/100 | 85% | +4.7% |
| 820 | Eligibility Interviewers, Government Programs Office & Admin · 155K workers |
$54,210 | $65,000est. | 32/100 | 85% | +1.6% |
| 820 | Executive Secretaries and Executive Administrative Assistants Office & Admin · 460K workers |
$76,590 | $91,100est. | 39/100 | 85% | +0.0% |
| 823 | Accountants and Auditors Accounting & Tax · 1.4M workers |
$83,680 | $101,700est. | 47/100 | 86% | +5.0% |
| 823 | Urban and Regional Planners · 44K workers |
$89,320 | $108,000est. | 47/100 | 86% | +3.9% |
| 823 | Data Entry Keyers Office & Admin · 127K workers |
$41,340 | $46,200est. | 11/100 | 86% | −25.5% |
| 826 | Court, Municipal, and License Clerks Office & Admin · 180K workers |
$48,700 | $58,600est. | 39/100 | 87% | +3.4% |
| 826 | Credit Authorizers, Checkers, and Clerks Office & Admin · 12K workers |
$50,080 | $57,100est. | 19/100 | 87% | −7.4% |
| 826 | Human Resources Assistants, Except Payroll and Timekeeping Office & Admin · 90K workers |
$50,610 | $58,000est. | 25/100 | 87% | −6.2% |
| 826 | Legal Secretaries and Administrative Assistants Office & Admin · 156K workers |
$55,570 | $64,000est. | 32/100 | 87% | −5.2% |
| 830 | Brokerage Clerks Office & Admin · 36K workers |
$65,750 | $74,700est. | 31/100 | 88% | −7.6% |
| 830 | Correspondence Clerks Office & Admin · 4,290 workers |
$46,800 | $53,700est. | 28/100 | 88% | −5.6% |
| 832 | Word Processors and Typists Office & Admin · 35K workers |
$49,280 | $54,600est. | 14/100 | 89% | −34.4% |
| 832 | Insurance Claims and Policy Processing Clerks Office & Admin · 214K workers |
$49,230 | $57,300est. | 23/100 | 89% | −1.9% |
| 834 | Proofreaders and Copy Markers Office & Admin · 4,580 workers |
$51,120 | $59,600est. | 38/100 | 90% | −0.9% |
| 835 | Statistical Assistants Office & Admin · 4,710 workers |
$50,330 | $58,300est. | 31/100 | 91% | −1.8% |
| 836 | Industrial-Organizational Psychologists · 790 workers |
$193,950 | $232,600est. | 67/100 | 93% | +6.5% |
| 837 | Sociologists · 2,260 workers |
$106,030 | $125,100est. | 51/100 | 94% | +3.8% |
| 837 | Geographers · 1,400 workers |
$102,040 | $117,000est. | 33/100 | 94% | −2.1% |
| 839 | Political Scientists · 5,540 workers |
$142,080 | $161,000est. | 35/100 | 98% | −2.0% |
| 840 | Economists · 18K workers |
$124,720 | $145,700est. | 46/100 | 99% | +4.7% |
| 840 | Survey Researchers · 8,290 workers |
$69,460 | $77,400est. | 28/100 | 99% | −4.8% |