Jobs most exposed to AI

Updated Oct 31, 2026

Occupations whose tasks are dominated by processing information, documentation and repetitive computer work.

Highest AI replacement risk(50 occupations)

#OccupationMedian payIn 10 yrsOutlookAI riskGrowth (10 yr)
1 Economists
· 18K workers
$124,720 $145,700est. 46/100 99% +4.7%
2 Word Processors and Typists
Office & Admin · 35K workers
$49,280 $54,600est. 14/100 89% −34.4%
3 Insurance Claims and Policy Processing Clerks
Office & Admin · 214K workers
$49,230 $57,300est. 23/100 89% −1.9%
4 Brokerage Clerks
Office & Admin · 36K workers
$65,750 $74,700est. 31/100 88% −7.6%
5 Court, Municipal, and License Clerks
Office & Admin · 180K workers
$48,700 $58,600est. 39/100 87% +3.4%
6 Credit Authorizers, Checkers, and Clerks
Office & Admin · 12K workers
$50,080 $57,100est. 19/100 87% −7.4%
7 Human Resources Assistants, Except Payroll and Timekeeping
Office & Admin · 90K workers
$50,610 $58,000est. 25/100 87% −6.2%
8 Legal Secretaries and Administrative Assistants
Office & Admin · 156K workers
$55,570 $64,000est. 32/100 87% −5.2%
9 Accountants and Auditors
Accounting & Tax · 1.4M workers
$83,680 $101,700est. 47/100 86% +5.0%
10 Urban and Regional Planners
· 44K workers
$89,320 $108,000est. 47/100 86% +3.9%
11 Data Entry Keyers
Office & Admin · 127K workers
$41,340 $46,200est. 11/100 86% −25.5%
12 Tax Preparers
Accounting & Tax · 76K workers
$54,920 $66,800est. 48/100 85% +4.7%
13 Eligibility Interviewers, Government Programs
Office & Admin · 155K workers
$54,210 $65,000est. 32/100 85% +1.6%
14 Executive Secretaries and Executive Administrative Assistants
Office & Admin · 460K workers
$76,590 $91,100est. 39/100 85% +0.0%
15 Credit Analysts
Finance · 64K workers
$83,510 $97,500est. 29/100 84% −4.3%
16 Bookkeeping, Accounting, and Auditing Clerks
Accounting & Tax · 1.4M workers
$50,670 $58,800est. 30/100 84% −5.6%
17 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
Office & Admin · 1.7M workers
$47,540 $55,100est. 24/100 84% −6.0%
18 Loan Interviewers and Clerks
Office & Admin · 165K workers
$50,020 $59,100est. 24/100 83% −2.4%
19 Office Clerks, General
Office & Admin · 2.5M workers
$45,010 $52,300est. 24/100 83% −6.0%
20 Budget Analysts
Finance · 47K workers
$91,640 $111,000est. 39/100 82% +1.9%
21 Personal Financial Advisors
Finance · 267K workers
$105,070 $127,000est. 40/100 82% +1.4%
22 Financial Examiners
Finance · 68K workers
$94,160 $118,300est. 56/100 82% +9.3%
23 Payroll and Timekeeping Clerks
Finance · 153K workers
$58,260 $65,900est. 22/100 82% −15.9%
24 File Clerks
Office & Admin · 73K workers
$43,600 $49,300est. 16/100 82% −15.8%
25 Interviewers, Except Eligibility and Loan
Office & Admin · 148K workers
$45,920 $52,400est. 21/100 82% −10.4%
26 Computer and Information Research Scientists
IT & Software · 37K workers
$140,300 $187,800est. 64/100 81% +21.8%
27 Database Architects
IT & Software · 67K workers
$139,500 $175,800est. 58/100 81% +9.4%
28 Software Quality Assurance Analysts and Testers
IT & Software · 187K workers
$104,300 $129,100est. 49/100 81% +5.7%
29 Administrative Law Judges, Adjudicators, and Hearing Officers
Legal · 16K workers
$117,860 $141,900est. 39/100 81% +0.0%
30 Billing and Posting Clerks
Finance · 404K workers
$48,500 $58,300est. 29/100 81% −0.1%
31 Market Research Analysts and Marketing Specialists
Marketing & PR · 900K workers
$78,760 $98,400est. 58/100 80% +7.0%
32 Insurance Underwriters
Finance · 105K workers
$81,370 $96,400est. 32/100 80% −3.8%
33 Tax Examiners and Collectors, and Revenue Agents
Accounting & Tax · 57K workers
$62,370 $74,900est. 32/100 80% −1.0%
34 Computer Programmers
IT & Software · 92K workers
$100,390 $116,900est. 33/100 80% −7.3%
35 Web Developers
IT & Software · 70K workers
$92,650 $113,900est. 46/100 80% +3.8%
36 Securities, Commodities, and Financial Services Sales Agents
Finance · 490K workers
$78,660 $95,600est. 39/100 80% +1.4%
37 First-Line Supervisors of Office and Administrative Support Workers
Office & Admin · 1.4M workers
$69,500 $83,900est. 40/100 80% +0.1%
38 Information and Record Clerks, All Other
Office & Admin · 135K workers
$49,500 $60,000est. 35/100 80% +0.8%
39 Office and Administrative Support Workers, All Other
Office & Admin · 192K workers
$45,670 $53,200est. 24/100 80% −7.3%
40 Network and Computer Systems Administrators
IT & Software · 314K workers
$99,130 $117,600est. 31/100 79% −4.1%
41 Web and Digital Interface Designers
IT & Software · 113K workers
$104,000 $129,700est. 57/100 79% +6.0%
42 Switchboard Operators, Including Answering Service
Office & Admin · 34K workers
$38,630 $44,100est. 18/100 79% −26.0%
43 Database Administrators
IT & Software · 70K workers
$104,620 $127,000est. 38/100 78% −0.1%
44 Title Examiners, Abstractors, and Searchers
Legal · 49K workers
$58,650 $72,000est. 40/100 78% +2.1%
45 Court Reporters and Simultaneous Captioners
Writing & Media · 13K workers
$72,420 $87,900est. 41/100 78% −0.1%
46 Order Clerks
Office & Admin · 75K workers
$46,170 $52,800est. 23/100 78% −17.5%
47 Credit Counselors
Finance · 28K workers
$52,230 $64,600est. 38/100 77% +3.3%
48 Information Security Analysts
IT & Software · 191K workers
$129,180 $174,300est. 63/100 77% +21.0%
49 Judicial Law Clerks
Legal · 13K workers
$64,920 $80,200est. 50/100 77% +2.8%
50 Paralegals and Legal Assistants
Legal · 393K workers
$62,890 $76,500est. 40/100 77% −0.3%
Pay and employment figures are national statistics (U.S.: BLS OEWS and Employment Projections; Japan: MHLW job tag). Projected pay, outlook scores and AI replacement risk are estimates from the Shigoto Zukan model, not guarantees. How to read the data

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