Highest AI replacement risk first. Occupations dominated by processing information, documentation and repetitive computer work rank highest. (841 occupations)
| # | Occupation | Median pay | In 10 yrs | Outlook | AI risk | Growth (10 yr) |
|---|---|---|---|---|---|---|
| 51 | Network and Computer Systems Administrators IT & Software · 314K workers |
$99,130 | $117,600est. | 31/100 | 79% | −4.1% |
| 51 | Web and Digital Interface Designers IT & Software · 113K workers |
$104,000 | $129,700est. | 57/100 | 79% | +6.0% |
| 51 | Switchboard Operators, Including Answering Service Office & Admin · 34K workers |
$38,630 | $44,100est. | 18/100 | 79% | −26.0% |
| 51 | Telephone Operators Office & Admin · 3,430 workers |
$41,740 | $47,600est. | 10/100 | 79% | −27.6% |
| 55 | Database Administrators IT & Software · 70K workers |
$104,620 | $127,000est. | 38/100 | 78% | −0.1% |
| 55 | Title Examiners, Abstractors, and Searchers Legal · 49K workers |
$58,650 | $72,000est. | 40/100 | 78% | +2.1% |
| 55 | Court Reporters and Simultaneous Captioners Writing & Media · 13K workers |
$72,420 | $87,900est. | 41/100 | 78% | −0.1% |
| 55 | Order Clerks Office & Admin · 75K workers |
$46,170 | $52,800est. | 23/100 | 78% | −17.5% |
| 59 | Credit Counselors Finance · 28K workers |
$52,230 | $64,600est. | 38/100 | 77% | +3.3% |
| 59 | Information Security Analysts IT & Software · 191K workers |
$129,180 | $174,300est. | 63/100 | 77% | +21.0% |
| 59 | Judicial Law Clerks Legal · 13K workers |
$64,920 | $80,200est. | 50/100 | 77% | +2.8% |
| 59 | Paralegals and Legal Assistants Legal · 393K workers |
$62,890 | $76,500est. | 40/100 | 77% | −0.3% |
| 59 | Writers and Authors Writing & Media · 48K workers |
$76,910 | $93,500est. | 48/100 | 77% | −0.3% |
| 59 | Customer Service Representatives Office & Admin · 2.6M workers |
$44,770 | $53,100est. | 28/100 | 77% | −5.3% |
| 59 | New Accounts Clerks Office & Admin · 37K workers |
$47,670 | $56,200est. | 20/100 | 77% | −6.5% |
| 66 | Computer Systems Analysts IT & Software · 520K workers |
$105,850 | $134,400est. | 56/100 | 76% | +7.9% |
| 66 | Software Developers IT & Software · 1.7M workers |
$135,980 | $174,600est. | 59/100 | 76% | +10.2% |
| 66 | Bill and Account Collectors Finance · 159K workers |
$47,030 | $54,600est. | 19/100 | 76% | −10.4% |
| 66 | Procurement Clerks Finance · 56K workers |
$50,580 | $59,400est. | 23/100 | 76% | −8.1% |
| 66 | Medical Secretaries and Administrative Assistants Office & Admin · 962K workers |
$45,930 | $57,400est. | 41/100 | 76% | +4.8% |
| 66 | Desktop Publishers Office & Admin · 3,350 workers |
$55,290 | $63,700est. | 29/100 | 76% | −14.5% |
| 72 | Loan Officers Finance · 274K workers |
$76,690 | $94,500est. | 39/100 | 75% | +1.1% |
| 72 | Computer Network Architects IT & Software · 180K workers |
$134,050 | $170,500est. | 58/100 | 75% | +7.7% |
| 72 | Technical Writers Writing & Media · 46K workers |
$90,390 | $111,200est. | 40/100 | 75% | +0.8% |
| 75 | Appraisers and Assessors of Real Estate | — | —est. | 37/100 | 74% | — |
| 75 | Actuaries Engineering & Science · 27K workers |
$130,000 | $167,100est. | 57/100 | 74% | +9.2% |
| 75 | Statisticians AI & Data · 29K workers |
$105,650 | $137,000est. | 59/100 | 74% | +11.0% |
| 75 | Arbitrators, Mediators, and Conciliators Legal · 9,210 workers |
$75,530 | $95,000est. | 49/100 | 74% | +4.7% |
| 75 | Power Distributors and Dispatchers Manufacturing & Repair · 8,520 workers |
$106,730 | $131,900est. | 46/100 | 74% | +1.2% |
| 80 | Data Scientists AI & Data · 262K workers |
$120,230 | $166,500est. | 65/100 | 73% | +34.6% |
| 80 | Atmospheric and Space Scientists Engineering & Science · 10K workers |
$99,070 | $123,600est. | 49/100 | 73% | +2.6% |
| 80 | Social Science Research Assistants Engineering & Science · 31K workers |
$61,990 | $78,300est. | 58/100 | 73% | +5.0% |
| 80 | Library Assistants, Clerical Office & Admin · 86K workers |
$36,910 | $44,100est. | 26/100 | 73% | −6.4% |
| 80 | Receptionists and Information Clerks Office & Admin · 910K workers |
$38,010 | $46,400est. | 29/100 | 73% | −1.7% |
| 85 | Operations Research Analysts Engineering & Science · 109K workers |
$88,940 | $116,500est. | 59/100 | 72% | +11.9% |
| 85 | Astronomers Engineering & Science · 2,120 workers |
$128,820 | $165,400est. | 58/100 | 72% | +7.8% |
| 85 | Physicists Engineering & Science · 20K workers |
$172,250 | $220,500est. | 60/100 | 72% | +7.2% |
| 85 | Judges, Magistrate Judges, and Magistrates Legal · 24K workers |
$153,990 | $192,900est. | 49/100 | 72% | +2.8% |
| 89 | Public Relations Managers Marketing & PR · 75K workers |
$146,910 | $187,200est. | 60/100 | 71% | +5.7% |
| 89 | Cost Estimators Management & Consulting · 224K workers |
$78,740 | $96,100est. | 38/100 | 71% | −3.1% |
| 89 | Appraisers of Personal and Business Property | — | —est. | 45/100 | 71% | — |
| 89 | Mathematicians Engineering & Science · 2,030 workers |
$126,710 | $157,500est. | 43/100 | 71% | +0.6% |
| 89 | Computer Hardware Engineers Engineering & Science · 77K workers |
$161,740 | $209,600est. | 60/100 | 71% | +9.1% |
| 89 | Nuclear Power Reactor Operators Manufacturing & Repair · 5,150 workers |
$122,890 | $148,000est. | 39/100 | 71% | −5.9% |
| 95 | Fundraising Managers Marketing & PR · 39K workers |
$125,470 | $160,100est. | 64/100 | 70% | +5.4% |
| 95 | Project Management Specialists Management & Consulting · 1.1M workers |
$102,320 | $131,400est. | 57/100 | 70% | +6.7% |
| 95 | Mining and Geological Engineers, Including Mining Safety Engineers Engineering & Science · 6,080 workers |
$106,220 | $134,500est. | 51/100 | 70% | +3.8% |
| 95 | Epidemiologists Engineering & Science · 12K workers |
$87,220 | $118,800est. | 60/100 | 70% | +18.7% |
| 95 | Production, Planning, and Expediting Clerks Logistics · 390K workers |
$59,650 | $73,700est. | 34/100 | 70% | −1.3% |
| 100 | Compensation and Benefits Managers Management & Consulting · 23K workers |
$149,230 | $187,100est. | 47/100 | 69% | +1.1% |