Jobs most exposed to AI in the U.S.(from #551)

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)
547 Wind Turbine Service Technicians
Manufacturing & Repair · 9,980 workers
$64,120 $90,400est. 74/100 33% +29.5%
547 Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 150K workers
$44,350 $58,200est. 37/100 33% −3.4%
547 Welders, Cutters, Solderers, and Brazers
Manufacturing & Repair · 416K workers
$53,750 $72,600est. 50/100 33% +2.4%
547 Medical Appliance Technicians
Manufacturing & Repair · 11K workers
$48,030 $65,200est. 55/100 33% +3.5%
547 Laborers and Freight, Stock, and Material Movers, Hand
Logistics · 3.0M workers
$40,240 $54,200est. 45/100 33% +1.8%
556 Farmers, Ranchers, and Other Agricultural Managers
Agriculture · 6,500 workers
$89,900 $118,100est. 63/100 32% −3.4%
556 Career/Technical Education Teachers, Postsecondary
Education · 114K workers
$63,820 $85,100est. 47/100 32% −0.3%
556 Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education — —est. 61/100 32% —
556 Camera Operators, Television, Video, and Film
Film & Video · 22K workers
$74,990 $100,800est. 56/100 32% +1.3%
556 Chiropractors
Healthcare · 40K workers
$79,200 $110,300est. 68/100 32% +8.7%
556 Nuclear Medicine Technologists
Healthcare · 17K workers
$101,370 $138,300est. 58/100 32% +4.4%
556 Fire Inspectors and Investigators
Protective Services · 14K workers
$75,920 $103,500est. 66/100 32% +4.2%
556 Audiovisual Equipment Installers and Repairers
Manufacturing & Repair · 20K workers
$52,600 $71,900est. 61/100 32% +4.8%
556 Fiberglass Laminators and Fabricators
Manufacturing & Repair · 16K workers
$46,880 $64,000est. 53/100 32% +4.6%
556 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 61K workers
$47,720 $63,900est. 42/100 32% +0.7%
556 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Manufacturing & Repair · 32K workers
$47,920 $61,300est. 31/100 32% −8.9%
556 Driver/Sales Workers
Transportation · 409K workers
$38,770 $53,800est. 58/100 32% +7.9%
568 Special Education Teachers, Preschool
Education · 30K workers
$64,830 $87,700est. 50/100 31% +2.4%
568 Special Education Teachers, Kindergarten — —est. 65/100 31% —
568 Emergency Medicine Physicians
Healthcare · 33K workers
$335,550 $455,500est. 62/100 31% +3.2%
568 Automotive Glass Installers and Repairers
Manufacturing & Repair · 20K workers
$47,630 $65,400est. 52/100 31% +5.7%
568 Outdoor Power Equipment and Other Small Engine Mechanics
Manufacturing & Repair · 36K workers
$47,880 $64,700est. 49/100 31% +2.3%
568 Slaughterers and Meat Packers
Manufacturing & Repair · 70K workers
$40,130 $54,200est. 46/100 31% +2.0%
568 Plating Machine Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 32K workers
$43,960 $56,000est. 31/100 31% −9.7%
575 Legislators — —est. 77/100 30% —
575 Education Administrators, All Other $95,200 $128,300est. 53/100 30% +1.6%
575 Personal Service Managers, All Other $69,770 $96,200est. 76/100 30% +6.2%
575 Managers, All Other
Management & Consulting · 622K workers
$141,900 $194,300est. 78/100 30% +4.9%
575 Business Operations Specialists, All Other
Management & Consulting · 1.1M workers
$83,050 $113,200est. 65/100 30% +3.9%
575 Career/Technical Education Teachers, Secondary School
Education · 111K workers
$66,270 $88,500est. 47/100 30% −0.4%
575 Musicians and Singers
Music · 36K workers
— —est. 63/100 30% +0.3%
575 Exercise Physiologists
Healthcare · 8,560 workers
$59,460 $83,900est. 74/100 30% +12.8%
575 First-Line Supervisors of Food Preparation and Serving Workers
Food Service · 1.2M workers
$44,080 $60,500est. 60/100 30% +5.4%
575 Food Preparation Workers
Food Service · 894K workers
$35,320 $46,600est. 42/100 30% −3.0%
575 Fast Food and Counter Workers
Food Service · 3.9M workers
$31,200 $42,900est. 57/100 30% +5.8%
575 Shoe and Leather Workers and Repairers
Manufacturing & Repair · 7,450 workers
$37,800 $49,000est. 37/100 30% −6.5%
575 Adhesive Bonding Machine Operators and Tenders
Manufacturing & Repair · 12K workers
$46,460 $62,500est. 46/100 30% +1.3%
575 Industrial Truck and Tractor Operators
Logistics · 774K workers
$46,420 $62,500est. 43/100 30% +1.5%
589 Kindergarten Teachers, Except Special Education
Education · 109K workers
$62,680 $83,800est. 55/100 29% −0.3%
589 Actors
Entertainment · 55K workers
— —est. 48/100 29% +0.0%
589 Oral and Maxillofacial Surgeons
Healthcare · 4,910 workers
$352,220 $484,400est. 69/100 29% +5.6%
589 Veterinarians
Healthcare · 84K workers
$130,100 $182,200est. 72/100 29% +9.4%
589 Acupuncturists
Healthcare · 7,830 workers
$76,040 $106,100est. 75/100 29% +8.6%
589 First-Line Supervisors of Correctional Officers
Protective Services · 53K workers
$77,970 $103,100est. 46/100 29% −2.5%
589 Costume Attendants
· 6,510 workers
$50,400 $69,400est. 67/100 29% +5.9%
589 Funeral Attendants
· 31K workers
$35,680 $48,400est. 51/100 29% +2.6%
589 Animal Breeders
Agriculture · 1,330 workers
$51,130 $69,400est. 59/100 29% +3.0%
589 Motorboat Mechanics and Service Technicians
Manufacturing & Repair · 23K workers
$57,550 $78,900est. 64/100 29% +4.9%
589 Riggers
Manufacturing & Repair · 23K workers
$62,640 $85,400est. 53/100 29% +3.9%
589 Printing Press Operators
Manufacturing & Repair · 144K workers
$45,780 $58,700est. 35/100 29% −8.7%
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