AI Workforce Data
Collection
Open datasets on AI and the US workforce — occupations, companies, layoffs. CC BY-NC 4.0. By Meo Advisors (meoadvisors.com). • 6 items • Updated
onet_soc_code stringlengths 10 10 | bls_soc_code stringlengths 7 7 | title stringlengths 6 105 | major_group_name stringclasses 23
values | minor_group_name float64 | ai_exposure_score float64 27.6 100 | automation_timeline stringclasses 4
values | automation_type stringclasses 3
values | employment_current float64 180 3.8M ⌀ | employment_projected float64 | employment_change_pct float64 | median_annual_wage float64 30.2k 238k ⌀ | annual_openings float64 | typical_education float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13-2031.00 | 13-2031 | Budget Analysts | Business and Financial Operations Occupations | null | 100 | 1-3 years | full | 47,170 | null | null | 87,930 | null | null |
13-2052.00 | 13-2052 | Personal Financial Advisors | Business and Financial Operations Occupations | null | 100 | 1-3 years | full | 270,480 | null | null | 102,140 | null | null |
15-2041.00 | 15-2041 | Statisticians | Computer and Mathematical Occupations | null | 100 | 1-3 years | full | 29,800 | null | null | 103,300 | null | null |
43-3061.00 | 43-3061 | Procurement Clerks | Office and Administrative Support Occupations | null | 94.6 | 1-3 years | full | 59,900 | null | null | 48,510 | null | null |
43-4041.00 | 43-4041 | Credit Authorizers, Checkers, and Clerks | Office and Administrative Support Occupations | null | 94.3 | 1-3 years | full | 11,960 | null | null | 49,130 | null | null |
43-5011.00 | 43-5011 | Cargo and Freight Agents | Office and Administrative Support Occupations | null | 94.2 | 1-3 years | full | 97,800 | null | null | 49,900 | null | null |
43-5011.01 | 43-5011 | Freight Forwarders | Office and Administrative Support Occupations | null | 94.2 | 1-3 years | full | 97,800 | null | null | 49,900 | null | null |
43-3011.00 | 43-3011 | Bill and Account Collectors | Office and Administrative Support Occupations | null | 92.9 | 1-3 years | full | 165,020 | null | null | 46,040 | null | null |
43-5032.00 | 43-5032 | Dispatchers, Except Police, Fire, and Ambulance | Office and Administrative Support Occupations | null | 92.9 | 1-3 years | full | 211,000 | null | null | 48,880 | null | null |
43-9041.00 | 43-9041 | Insurance Claims and Policy Processing Clerks | Office and Administrative Support Occupations | null | 92.9 | 1-3 years | full | 229,070 | null | null | 48,450 | null | null |
43-6013.00 | 43-6013 | Medical Secretaries and Administrative Assistants | Office and Administrative Support Occupations | null | 92.5 | 1-3 years | full | 830,760 | null | null | 44,640 | null | null |
43-4031.00 | 43-4031 | Court, Municipal, and License Clerks | Office and Administrative Support Occupations | null | 92.4 | 1-3 years | full | 170,010 | null | null | 47,700 | null | null |
43-4021.00 | 43-4021 | Correspondence Clerks | Office and Administrative Support Occupations | null | 92.2 | 1-3 years | full | 6,260 | null | null | 46,740 | null | null |
41-3041.00 | 41-3041 | Travel Agents | Sales and Related Occupations | null | 92.2 | 1-3 years | full | 59,150 | null | null | 48,450 | null | null |
43-6014.00 | 43-6014 | Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | Office and Administrative Support Occupations | null | 91.8 | 1-3 years | full | 1,737,820 | null | null | 46,290 | null | null |
43-6011.00 | 43-6011 | Executive Secretaries and Executive Administrative Assistants | Office and Administrative Support Occupations | null | 91.4 | 1-3 years | full | 472,770 | null | null | 74,260 | null | null |
43-4161.00 | 43-4161 | Human Resources Assistants, Except Payroll and Timekeeping | Office and Administrative Support Occupations | null | 91.4 | 1-3 years | full | 92,580 | null | null | 49,440 | null | null |
43-4131.00 | 43-4131 | Loan Interviewers and Clerks | Office and Administrative Support Occupations | null | 91.4 | 1-3 years | full | 173,100 | null | null | 48,950 | null | null |
43-3051.00 | 43-3051 | Payroll and Timekeeping Clerks | Office and Administrative Support Occupations | null | 91.2 | 1-3 years | full | 156,950 | null | null | 55,290 | null | null |
43-3021.00 | 43-3021 | Billing and Posting Clerks | Office and Administrative Support Occupations | null | 91.1 | 1-3 years | full | 417,500 | null | null | 47,170 | null | null |
43-4011.00 | 43-4011 | Brokerage Clerks | Office and Administrative Support Occupations | null | 91 | 1-3 years | full | 40,090 | null | null | 62,940 | null | null |
43-9061.00 | 43-9061 | Office Clerks, General | Office and Administrative Support Occupations | null | 90.9 | 1-3 years | full | 2,510,550 | null | null | 43,630 | null | null |
43-5031.00 | 43-5031 | Public Safety Telecommunicators | Office and Administrative Support Occupations | null | 90.8 | 1-3 years | full | 101,140 | null | null | 50,730 | null | null |
43-4061.00 | 43-4061 | Eligibility Interviewers, Government Programs | Office and Administrative Support Occupations | null | 90.7 | 1-3 years | full | 156,260 | null | null | 51,500 | null | null |
43-2021.00 | 43-2021 | Telephone Operators | Office and Administrative Support Occupations | null | 90.7 | 1-3 years | full | 3,950 | null | null | 39,130 | null | null |
43-4051.00 | 43-4051 | Customer Service Representatives | Office and Administrative Support Occupations | null | 90.6 | 1-3 years | full | 2,725,930 | null | null | 42,830 | null | null |
43-4111.00 | 43-4111 | Interviewers, Except Eligibility and Loan | Office and Administrative Support Occupations | null | 90.6 | 1-3 years | full | 157,310 | null | null | 43,830 | null | null |
43-1011.00 | 43-1011 | First-Line Supervisors of Office and Administrative Support Workers | Office and Administrative Support Occupations | null | 90.5 | 1-3 years | full | 1,495,580 | null | null | 66,140 | null | null |
43-4171.00 | 43-4171 | Receptionists and Information Clerks | Office and Administrative Support Occupations | null | 90.5 | 1-3 years | full | 964,530 | null | null | 37,230 | null | null |
43-2011.00 | 43-2011 | Switchboard Operators, Including Answering Service | Office and Administrative Support Occupations | null | 90.4 | 1-3 years | full | 35,730 | null | null | 38,370 | null | null |
43-5061.00 | 43-5061 | Production, Planning, and Expediting Clerks | Office and Administrative Support Occupations | null | 90 | 1-3 years | full | 385,000 | null | null | 57,770 | null | null |
43-4141.00 | 43-4141 | New Accounts Clerks | Office and Administrative Support Occupations | null | 89.9 | 1-3 years | full | 38,030 | null | null | 46,610 | null | null |
43-4151.00 | 43-4151 | Order Clerks | Office and Administrative Support Occupations | null | 89.9 | 1-3 years | full | 83,420 | null | null | 44,660 | null | null |
11-3021.00 | 11-3021 | Computer and Information Systems Managers | Management Occupations | null | 89.7 | 1-3 years | full | 645,970 | null | null | 171,200 | null | null |
43-6012.00 | 43-6012 | Legal Secretaries and Administrative Assistants | Office and Administrative Support Occupations | null | 89.4 | 1-3 years | full | 154,540 | null | null | 54,140 | null | null |
43-9111.00 | 43-9111 | Statistical Assistants | Office and Administrative Support Occupations | null | 89.4 | 1-3 years | full | 5,900 | null | null | 51,440 | null | null |
43-3031.00 | 43-3031 | Bookkeeping, Accounting, and Auditing Clerks | Office and Administrative Support Occupations | null | 89.2 | 1-3 years | full | 1,455,770 | null | null | 49,210 | null | null |
11-9111.00 | 11-9111 | Medical and Health Services Managers | Management Occupations | null | 88.7 | 1-3 years | full | 565,840 | null | null | 117,960 | null | null |
43-9022.00 | 43-9022 | Word Processors and Typists | Office and Administrative Support Occupations | null | 88.7 | 1-3 years | full | 36,030 | null | null | 47,850 | null | null |
43-9081.00 | 43-9081 | Proofreaders and Copy Markers | Office and Administrative Support Occupations | null | 88.6 | 1-3 years | full | 5,160 | null | null | 49,210 | null | null |
43-4081.00 | 43-4081 | Hotel, Motel, and Resort Desk Clerks | Office and Administrative Support Occupations | null | 87.6 | 1-3 years | full | 261,430 | null | null | 34,270 | null | null |
27-3042.00 | 27-3042 | Technical Writers | Arts, Design, Entertainment, Sports, and Media Occupations | null | 87.2 | 1-3 years | full | 55,530 | null | null | 91,670 | null | null |
15-2011.00 | 15-2011 | Actuaries | Computer and Mathematical Occupations | null | 87.1 | 1-3 years | full | 28,340 | null | null | 125,770 | null | null |
43-3071.00 | 43-3071 | Tellers | Office and Administrative Support Occupations | null | 87 | 1-3 years | full | 339,340 | null | null | 39,340 | null | null |
15-2051.00 | 15-2051 | Data Scientists | Computer and Mathematical Occupations | null | 86.9 | 1-3 years | full | 233,440 | null | null | 112,590 | null | null |
43-3041.00 | 43-3041 | Gambling Cage Workers | Office and Administrative Support Occupations | null | 86.3 | 1-3 years | full | 13,490 | null | null | 36,990 | null | null |
43-9021.00 | 43-9021 | Data Entry Keyers | Office and Administrative Support Occupations | null | 86 | 1-3 years | full | 135,280 | null | null | 39,850 | null | null |
43-4071.00 | 43-4071 | File Clerks | Office and Administrative Support Occupations | null | 85.9 | 1-3 years | full | 78,980 | null | null | 41,270 | null | null |
43-4181.00 | 43-4181 | Reservation and Transportation Ticket Agents and Travel Clerks | Office and Administrative Support Occupations | null | 85.5 | 1-3 years | full | 127,440 | null | null | 41,460 | null | null |
43-4121.00 | 43-4121 | Library Assistants, Clerical | Office and Administrative Support Occupations | null | 84.9 | 1-3 years | full | 80,070 | null | null | 36,010 | null | null |
43-9031.00 | 43-9031 | Desktop Publishers | Office and Administrative Support Occupations | null | 84.8 | 1-3 years | full | 4,000 | null | null | 53,620 | null | null |
13-2099.00 | 13-2099 | Financial Specialists, All Other | Business and Financial Operations Occupations | null | 83.9 | 1-3 years | full | 127,450 | null | null | 80,190 | null | null |
13-1111.00 | 13-1111 | Management Analysts | Business and Financial Operations Occupations | null | 83.6 | 1-3 years | full | 893,900 | null | null | 101,190 | null | null |
13-2061.00 | 13-2061 | Financial Examiners | Business and Financial Operations Occupations | null | 83.5 | 1-3 years | full | 62,830 | null | null | 90,400 | null | null |
53-6051.00 | 53-6051 | Transportation Inspectors | Transportation and Material Moving Occupations | null | 83.5 | 1-3 years | full | 23,320 | null | null | 85,750 | null | null |
13-2051.00 | 13-2051 | Financial and Investment Analysts | Business and Financial Operations Occupations | null | 83.3 | 1-3 years | full | 340,580 | null | null | 101,350 | null | null |
43-5111.00 | 43-5111 | Weighers, Measurers, Checkers, and Samplers, Recordkeeping | Office and Administrative Support Occupations | null | 83 | 1-3 years | full | 49,720 | null | null | 45,650 | null | null |
17-2061.00 | 17-2061 | Computer Hardware Engineers | Architecture and Engineering Occupations | null | 82.7 | 1-3 years | full | 75,710 | null | null | 155,020 | null | null |
13-2011.00 | 13-2011 | Accountants and Auditors | Business and Financial Operations Occupations | null | 82.6 | 1-3 years | full | 1,448,290 | null | null | 81,680 | null | null |
13-2081.00 | 13-2081 | Tax Examiners and Collectors, and Revenue Agents | Business and Financial Operations Occupations | null | 82.6 | 1-3 years | full | 53,530 | null | null | 59,740 | null | null |
13-1075.00 | 13-1075 | Labor Relations Specialists | Business and Financial Operations Occupations | null | 82.5 | 1-3 years | full | 64,590 | null | null | 93,500 | null | null |
43-3099.00 | 43-3099 | Financial Clerks, All Other | Office and Administrative Support Occupations | null | 82.4 | 1-3 years | full | 37,030 | null | null | 52,150 | null | null |
43-2099.00 | 43-2099 | Communications Equipment Operators, All Other | Office and Administrative Support Occupations | null | 82.2 | 1-3 years | full | 1,390 | null | null | 49,910 | null | null |
41-9012.00 | 41-9012 | Models | Sales and Related Occupations | null | 82.2 | 1-3 years | full | 5,350 | null | null | 89,990 | null | null |
13-1199.00 | 13-1199 | Business Operations Specialists, All Other | Business and Financial Operations Occupations | null | 82.1 | 1-3 years | full | 1,128,200 | null | null | 81,270 | null | null |
43-4199.00 | 43-4199 | Information and Record Clerks, All Other | Office and Administrative Support Occupations | null | 82.1 | 1-3 years | full | 143,910 | null | null | 48,360 | null | null |
13-1141.00 | 13-1141 | Compensation, Benefits, and Job Analysis Specialists | Business and Financial Operations Occupations | null | 82 | 1-3 years | full | 102,370 | null | null | 77,020 | null | null |
13-1161.00 | 13-1161 | Market Research Analysts and Marketing Specialists | Business and Financial Operations Occupations | null | 82 | 1-3 years | full | 861,140 | null | null | 76,950 | null | null |
43-5051.00 | 43-5051 | Postal Service Clerks | Office and Administrative Support Occupations | null | 82 | 1-3 years | full | 78,060 | null | null | 61,630 | null | null |
13-1161.01 | 13-1161 | Search Marketing Strategists | Business and Financial Operations Occupations | null | 82 | 1-3 years | full | 861,140 | null | null | 76,950 | null | null |
43-9199.00 | 43-9199 | Office and Administrative Support Workers, All Other | Office and Administrative Support Occupations | null | 81.9 | 1-3 years | full | 195,890 | null | null | 46,040 | null | null |
13-2041.00 | 13-2041 | Credit Analysts | Business and Financial Operations Occupations | null | 81.8 | 1-3 years | full | 67,370 | null | null | 80,970 | null | null |
13-2099.04 | 13-2099 | Fraud Examiners, Investigators and Analysts | Business and Financial Operations Occupations | null | 81.8 | 1-3 years | full | 127,450 | null | null | 80,190 | null | null |
13-1051.00 | 13-1051 | Cost Estimators | Business and Financial Operations Occupations | null | 81.6 | 1-3 years | full | 219,530 | null | null | 77,070 | null | null |
13-2053.00 | 13-2053 | Insurance Underwriters | Business and Financial Operations Occupations | null | 81.6 | 1-3 years | full | 107,820 | null | null | 79,880 | null | null |
13-2072.00 | 13-2072 | Loan Officers | Business and Financial Operations Occupations | null | 81.5 | 1-3 years | full | 290,530 | null | null | 74,180 | null | null |
13-1081.00 | 13-1081 | Logisticians | Business and Financial Operations Occupations | null | 81.5 | 1-3 years | full | 235,640 | null | null | 80,880 | null | null |
13-1081.02 | 13-1081 | Logistics Analysts | Business and Financial Operations Occupations | null | 81.5 | 1-3 years | full | 235,640 | null | null | 80,880 | null | null |
13-1081.01 | 13-1081 | Logistics Engineers | Business and Financial Operations Occupations | null | 81.5 | 1-3 years | full | 235,640 | null | null | 80,880 | null | null |
13-1023.00 | 13-1023 | Purchasing Agents, Except Wholesale, Retail, and Farm Products | Business and Financial Operations Occupations | null | 81.5 | 1-3 years | full | null | null | null | null | null | null |
13-2082.00 | 13-2082 | Tax Preparers | Business and Financial Operations Occupations | null | 81.5 | 1-3 years | full | 73,570 | null | null | 50,560 | null | null |
13-1071.00 | 13-1071 | Human Resources Specialists | Business and Financial Operations Occupations | null | 81.3 | 1-3 years | full | 917,460 | null | null | 72,910 | null | null |
13-1011.00 | 13-1011 | Agents and Business Managers of Artists, Performers, and Athletes | Business and Financial Operations Occupations | null | 81.1 | 1-3 years | full | 14,220 | null | null | 96,310 | null | null |
13-1031.00 | 13-1031 | Claims Adjusters, Examiners, and Investigators | Business and Financial Operations Occupations | null | 81 | 1-3 years | full | 305,020 | null | null | 76,790 | null | null |
43-9071.00 | 43-9071 | Office Machine Operators, Except Computer | Office and Administrative Support Occupations | null | 80.3 | 1-3 years | full | 24,740 | null | null | 39,020 | null | null |
13-1131.00 | 13-1131 | Fundraisers | Business and Financial Operations Occupations | null | 80.1 | 1-3 years | full | 105,930 | null | null | 66,490 | null | null |
13-1199.04 | 13-1199 | Business Continuity Planners | Business and Financial Operations Occupations | null | 80 | 1-3 years | full | 1,128,200 | null | null | 81,270 | null | null |
13-1199.06 | 13-1199 | Online Merchants | Business and Financial Operations Occupations | null | 80 | 1-3 years | full | 1,128,200 | null | null | 81,270 | null | null |
13-1199.07 | 13-1199 | Security Management Specialists | Business and Financial Operations Occupations | null | 80 | 1-3 years | full | 1,128,200 | null | null | 81,270 | null | null |
13-1199.05 | 13-1199 | Sustainability Specialists | Business and Financial Operations Occupations | null | 80 | 1-3 years | full | 1,128,200 | null | null | 81,270 | null | null |
13-2071.00 | 13-2071 | Credit Counselors | Business and Financial Operations Occupations | null | 79.9 | 3-5 years | full | 28,110 | null | null | 50,480 | null | null |
13-1041.06 | 13-1041 | Coroners | Business and Financial Operations Occupations | null | 79.8 | 3-5 years | full | 397,770 | null | null | 78,420 | null | null |
13-1041.08 | 13-1041 | Customs Brokers | Business and Financial Operations Occupations | null | 79.8 | 3-5 years | full | 397,770 | null | null | 78,420 | null | null |
13-1041.04 | 13-1041 | Government Property Inspectors and Investigators | Business and Financial Operations Occupations | null | 79.8 | 3-5 years | full | 397,770 | null | null | 78,420 | null | null |
13-1151.00 | 13-1151 | Training and Development Specialists | Business and Financial Operations Occupations | null | 79.8 | 3-5 years | full | 436,610 | null | null | 65,850 | null | null |
13-2099.01 | 13-2099 | Financial Quantitative Analysts | Business and Financial Operations Occupations | null | 79.6 | 3-5 years | full | 127,450 | null | null | 80,190 | null | null |
13-1032.00 | 13-1032 | Insurance Appraisers, Auto Damage | Business and Financial Operations Occupations | null | 79.4 | 3-5 years | full | 7,790 | null | null | 76,650 | null | null |
13-1022.00 | 13-1022 | Wholesale and Retail Buyers, Except Farm Products | Business and Financial Operations Occupations | null | 79.4 | 3-5 years | full | null | null | null | null | null | null |
43-5071.00 | 43-5071 | Shipping, Receiving, and Inventory Clerks | Office and Administrative Support Occupations | null | 79 | 3-5 years | full | 857,630 | null | null | 43,190 | null | null |
43-9051.00 | 43-9051 | Mail Clerks and Mail Machine Operators, Except Postal Service | Office and Administrative Support Occupations | null | 78.2 | 3-5 years | full | 62,730 | null | null | 38,150 | null | null |
End of preview. Expand in Data Studio
AI Occupational Impact Index
AI automation-risk scores (0–100) for 1,016 US BLS/O*NET occupations — the most complete occupation-level “jobs replaced by AI” ranking. Includes task-level exposure, automation timeline, employment, median wage, and wage-exposure.
- Rows: 1,016
- Source: BLS OEWS, BLS Employment Projections 2024–34, O*NET 30.2, AI Occupational Exposure (AIOE; Felten, Raj & Seamans 2021)
- Methodology + interactive explorer: https://meoadvisors.com/jobs-replaced-by-ai/
- Part of: the open AI Workforce Data collection by Meo Advisors (GitHub)
- License: CC BY-NC 4.0 — free for research, journalism, and education with attribution to Meo Advisors
Citation
Meo Advisors (2026). AI Occupational Impact Index. https://meoadvisors.com/jobs-replaced-by-ai/
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