Jobs most exposed to AI in the U.S.(from #151)

Highest AI replacement risk first. Occupations dominated by processing information, documentation and repetitive computer work rank highest. (841 occupations)

Highest payPay in 10 yearsOutlookSafest from AIMost exposed to AIFastest growingFastest pay growthLargest employment
Country:United StatesJapan
#OccupationMedian payIn 10 yrsOutlookAI riskGrowth (10 yr)
151 Marketing Managers
Marketing & PR · 395K workers
$166,790 $218,900est. 64/100 63% +6.9%
151 Training and Development Managers $133,000 $174,100est. 66/100 63% +6.4%
151 Architects, Except Landscape and Naval
Architecture · 107K workers
$99,280 $128,600est. 55/100 63% +4.3%
151 Mechanical Drafters
Engineering & Science · 40K workers
$71,550 $88,200est. 36/100 63% −6.0%
151 Microbiologists
Engineering & Science · 19K workers
$87,990 $115,100est. 58/100 63% +6.2%
151 Medical Scientists, Except Epidemiologists
Engineering & Science · 172K workers
$103,410 $139,500est. 64/100 63% +12.6%
151 Computer Science Teachers, Postsecondary
Education · 35K workers
$96,980 $126,000est. 62/100 63% +4.9%
151 Communications Teachers, Postsecondary
Education · 29K workers
$78,580 $100,700est. 50/100 63% +2.1%
151 Librarians and Media Collections Specialists
Education · 134K workers
$68,270 $87,700est. 50/100 63% +2.6%
151 Graphic Designers
Design · 198K workers
$62,960 $79,200est. 40/100 63% −1.7%
151 Film and Video Editors
Film & Video · 26K workers
$75,420 $97,400est. 59/100 63% +3.7%
151 Medical Dosimetrists
Healthcare · 3,410 workers
$147,470 $191,700est. 55/100 63% +5.0%
151 Travel Agents
Travel & Tourism · 55K workers
$50,160 $63,700est. 41/100 63% +0.2%
151 Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel
Sales · 1.3M workers
$69,990 $90,000est. 49/100 63% +2.7%
165 Education Administrators, Postsecondary
Management & Consulting · 180K workers
$104,590 $134,300est. 52/100 62% +1.8%
165 Buyers and Purchasing Agents, Farm Products — —est. 43/100 62% —
165 Wholesale and Retail Buyers, Except Farm Products — —est. 42/100 62% —
165 Industrial Engineers
Engineering & Science · 366K workers
$102,440 $138,500est. 63/100 62% +12.4%
165 Mechanical Engineers
Engineering & Science · 297K workers
$104,110 $139,900est. 62/100 62% +11.2%
165 Architectural and Civil Drafters
Engineering & Science · 104K workers
$66,150 $86,300est. 55/100 62% +5.2%
165 Animal Scientists
Engineering & Science · 3,100 workers
$68,940 $90,200est. 55/100 62% +5.8%
165 Hydrologists
Engineering & Science · 5,850 workers
$96,600 $123,800est. 43/100 62% +1.5%
165 Engineering Teachers, Postsecondary
Education · 40K workers
$109,270 $144,400est. 69/100 62% +7.8%
165 Archivists
Education · 7,970 workers
$64,550 $83,500est. 58/100 62% +3.4%
165 First-Line Supervisors of Non-Retail Sales Workers
Retail · 214K workers
$87,520 $111,700est. 51/100 62% +0.5%
165 Real Estate Sales Agents
Real Estate · 193K workers
$52,830 $67,800est. 43/100 62% +1.7%
177 Human Resources Specialists
Management & Consulting · 912K workers
$75,940 $100,000est. 59/100 61% +6.4%
177 Labor Relations Specialists $95,420 $123,000est. 48/100 61% +2.1%
177 Fundraisers
Management & Consulting · 111K workers
$72,550 $95,100est. 60/100 61% +5.5%
177 Bioengineers and Biomedical Engineers
Engineering & Science · 23K workers
$109,370 $144,900est. 60/100 61% +7.6%
177 Occupational Health and Safety Technicians
· 31K workers
$61,560 $86,300est. 67/100 61% +19.4%
177 Law Teachers, Postsecondary
Education · 20K workers
$128,500 $166,100est. 57/100 61% +2.6%
177 Telemarketers
Sales · 58K workers
$35,450 $42,700est. 23/100 61% −21.4%
177 Fabric and Apparel Patternmakers
Manufacturing & Repair · 2,950 workers
$62,750 $75,500est. 31/100 61% −15.0%
177 Gas Plant Operators
Manufacturing & Repair · 18K workers
$87,820 $108,800est. 35/100 61% −6.0%
177 Air Traffic Controllers
Aviation · 23K workers
$148,080 $190,600est. 52/100 61% +1.7%
177 Traffic Technicians
Transportation · 7,860 workers
$59,090 $76,900est. 53/100 61% +4.0%
188 Advertising and Promotions Managers
Marketing & PR · 21K workers
$133,660 $168,000est. 52/100 60% −3.7%
188 Human Resources Managers
Management & Consulting · 221K workers
$149,280 $196,300est. 62/100 60% +5.5%
188 Compliance Officers
Management & Consulting · 417K workers
$80,730 $105,300est. 56/100 60% +3.8%
188 Financial and Investment Analysts
Finance · 362K workers
$102,740 $136,200est. 63/100 60% +7.2%
188 Financial Risk Specialists
Finance · 64K workers
$117,330 $155,700est. 65/100 60% +7.4%
188 Financial Specialists, All Other
Finance · 132K workers
$81,100 $105,900est. 51/100 60% +4.1%
188 Zoologists and Wildlife Biologists
Engineering & Science · 18K workers
$76,780 $100,000est. 50/100 60% +3.6%
188 Chemists
Engineering & Science · 83K workers
$91,240 $120,500est. 60/100 60% +6.4%
188 Occupational Health and Safety Specialists
· 141K workers
$90,150 $126,200est. 73/100 60% +18.5%
188 Geography Teachers, Postsecondary
Education · 3,330 workers
$97,590 $126,600est. 58/100 60% +2.7%
188 History Teachers, Postsecondary
Education · 19K workers
$83,820 $107,300est. 46/100 60% +0.0%
188 Art Directors
Design · 53K workers
$114,850 $150,100est. 69/100 60% +4.2%
188 Gambling and Sports Book Writers and Runners
· 8,950 workers
$34,980 $45,200est. 38/100 60% +1.8%
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