0.2%
Avg AI Exposure
20%
Bright Outlook
$63,894
Avg Median Salary
44
Occupations Analyzed
12,937,200
Total Employment
AI exposure from the Anthropic Economic Index (2025); salary from BLS; skills from O*NET. See /sources.
Sector Avg AI Exposure0.2% AI Exposure — Low
Occupation Risk Levels
Vertical bar chart showing AI exposure probability for up to 20 top-risk occupations, sorted highest first. Bar color encodes risk level: green = low, yellow = medium, orange = high, red = very high. Hover over a bar to see the occupation name and exact probability.
| Occupations | AI Exposure |
|---|---|
| Computer Programmers | 74.5% |
| Customer Service Representatives | 70.1% |
| Data Entry Keyers | 67.1% |
| Medical Records Specialists | 66.7% |
| Market Research Analysts and Marketing Specialists | 64.8% |
| Medical Transcriptionists | 63.6% |
| Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products | 62.8% |
| Database Architects | 57.9% |
| Financial and Investment Analysts | 57.2% |
| Software Quality Assurance Analysts and Testers | 51.9% |
| Statistical Assistants | 51.0% |
| Information Security Analysts | 48.6% |
| Web Developers | 48.0% |
| Mathematical Science Occupations, All Other | 47.9% |
| Technical Writers | 47.5% |
| Computer User Support Specialists | 46.9% |
| Desktop Publishers | 46.4% |
| Data Scientists | 46.1% |
| Public Relations Specialists | 45.3% |
| Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 45.3% |
Employment Projections
15
Occupations Shown
0.8%
Avg AI Exposure
6
Bright Outlook
Horizontal bar chart showing occupations with the highest projected annual openings. Each bar length represents annual projected openings. Color uses a gradient from violet (lower) to cyan (higher). Summary statistics are shown above the chart.
Occupations in Transportation and Material Moving
| Occupation | AI Exposure | Outlook | Median Salary | Top Skills |
|---|---|---|---|---|
| Aircraft Cargo Handling Supervisors | 0% — Low | Average | $58,170 | Critical Thinking, Management of Personnel Resources, Active Listening |
| Airline Pilots, Copilots, and Flight Engineers | 0% — Low | Average | $232,140 | Operation and Control, Operations Monitoring, Active Listening |
| Commercial Pilots | 0% — Low | Bright ↗ | $123,220 | Operation and Control, Operations Monitoring, Critical Thinking |
| Air Traffic Controllers | 0% — Low | Average | $148,080 | Active Listening, Speaking, Critical Thinking |
| Airfield Operations Specialists | 5% — Medium | Bright ↗ | $56,850 | Active Listening, Monitoring, Reading Comprehension |
| Flight Attendants | 9% — Medium | Bright ↗ | $63,580 | Speaking, Active Listening, Monitoring |
| Ambulance Drivers and Attendants, Except Emergency Medical Technicians | 0% — Low | Bright ↗ | $35,450 | Critical Thinking, Service Orientation, Active Listening |
| Driver/Sales Workers | 3% — Medium | Average | $38,770 | Active Listening, Speaking, Critical Thinking |
| Heavy and Tractor-Trailer Truck Drivers | 0% — Low | Bright ↗ | $58,640 | Operations Monitoring, Operation and Control, Monitoring |
| Light Truck Drivers | 0% — Low | Bright ↗ | $44,860 | Reading Comprehension, Active Listening, Speaking |
| Bus Drivers, School | 0% — Low | Average | $47,920 | Critical Thinking, Reading Comprehension, Active Listening |
| Bus Drivers, Transit and Intercity | 0% — Low | Average | $59,050 | Operation and Control, Operations Monitoring, Active Listening |
| Shuttle Drivers and Chauffeurs | 0% — Low | Average | $37,290 | Critical Thinking, Reading Comprehension, Active Listening |
| Taxi Drivers | 0% — Low | Average | $42,100 | Critical Thinking, Reading Comprehension, Active Listening |
| Locomotive Engineers | 0% — Low | Average | $81,410 | Operation and Control, Operations Monitoring, Active Listening |
| Rail Yard Engineers, Dinkey Operators, and Hostlers | 0% — Low | Average | $60,600 | Operation and Control, Monitoring, Operations Monitoring |
| Railroad Brake, Signal, and Switch Operators and Locomotive Firers | 0% — Low | Average | $68,840 | Operations Monitoring, Monitoring, Operation and Control |
| Railroad Conductors and Yardmasters | 0% — Low | Average | $78,000 | Speaking, Monitoring, Coordination |
| Subway and Streetcar Operators | 0% — Low | Average | $86,380 | Operations Monitoring, Operation and Control, Active Listening |
| Sailors and Marine Oilers | 0% — Low | Average | $51,520 | Operations Monitoring, Operation and Control, Monitoring |
| Captains, Mates, and Pilots of Water Vessels | 0% — Low | Average | $92,460 | Operation and Control, Speaking, Monitoring |
| Motorboat Operators | 0% — Low | Average | $47,520 | Operation and Control, Operations Monitoring, Speaking |
| Ship Engineers | 0% — Low | Average | $109,530 | Critical Thinking, Operations Monitoring, Operation and Control |
| Bridge and Lock Tenders | 0% — Low | Average | $57,700 | Monitoring, Active Listening, Speaking |
| Parking Attendants | 0% — Low | Average | $35,150 | Speaking, Service Orientation, Active Listening |
| Automotive and Watercraft Service Attendants | 0% — Low | Average | $35,670 | Active Listening, Speaking, Service Orientation |
| Traffic Technicians | 0% — Low | Average | $59,090 | Active Listening, Reading Comprehension, Speaking |
| Transportation Inspectors | 0% — Low | Average | $92,100 | Critical Thinking, Reading Comprehension, Active Listening |
| Passenger Attendants | 12% — Medium | Average | $37,720 | Service Orientation, Active Listening, Speaking |
| Conveyor Operators and Tenders | 0% — Low | Average | $42,420 | Operations Monitoring, Operation and Control, Monitoring |
| Crane and Tower Operators | 0% — Low | Average | $68,080 | Operation and Control, Operations Monitoring, Critical Thinking |
| Dredge Operators | 0% — Low | Average | $49,640 | Operation and Control, Operations Monitoring, Critical Thinking |
| Hoist and Winch Operators | 0% — Low | Average | $56,450 | Critical Thinking, Monitoring, Operations Monitoring |
| Industrial Truck and Tractor Operators | 0% — Low | Average | $46,420 | Operation and Control, Operations Monitoring, Coordination |
| Cleaners of Vehicles and Equipment | 0% — Low | Average | $35,830 | Operation and Control, Quality Control Analysis, Operations Monitoring |
| Laborers and Freight, Stock, and Material Movers, Hand | 0% — Low | Bright ↗ | $40,240 | Operation and Control, Active Listening, Monitoring |
| Machine Feeders and Offbearers | 0% — Low | Average | $41,220 | Operations Monitoring, Monitoring, Reading Comprehension |
| Packers and Packagers, Hand | 0% — Low | Average | $36,280 | Monitoring, Active Listening, Critical Thinking |
| Stockers and Order Fillers | 0% — Low | Average | $37,330 | Active Listening, Reading Comprehension, Speaking |
| Gas Compressor and Gas Pumping Station Operators | 0% — Low | Average | $77,320 | Operations Monitoring, Operation and Control, Critical Thinking |
| Pump Operators, Except Wellhead Pumpers | 0% — Low | Bright ↗ | $61,770 | Operations Monitoring, Monitoring, Operation and Control |
| Wellhead Pumpers | 0% — Low | Average | $69,960 | Operations Monitoring, Operation and Control, Critical Thinking |
| Refuse and Recyclable Material Collectors | 0% — Low | Bright ↗ | $49,690 | Operations Monitoring, Operation and Control, Active Listening |
| Tank Car, Truck, and Ship Loaders | 0% — Low | Average | $58,870 | Operations Monitoring, Operation and Control, Reading Comprehension |