13.2%
Avg AI Exposure
40%
Bright Outlook
$117,575
Avg Median Salary
35
Occupations Analyzed
10,987,630
Total Employment
AI exposure from the Anthropic Economic Index (2025); salary from BLS; skills from O*NET. See /sources.
Sector Avg AI Exposure13.2% 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
12.0%
Avg AI Exposure
10
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 Management
| Occupation | AI Exposure | Outlook | Median Salary | Top Skills |
|---|---|---|---|---|
| Chief Executives | 3% — Medium | Average | $213,990 | Judgment and Decision Making, Critical Thinking, Complex Problem Solving |
| General and Operations Managers | 14% — Medium | Bright ↗ | $105,770 | Reading Comprehension, Active Listening, Speaking |
| Legislators | 0% — Low | Average | $24,670 | Critical Thinking, Reading Comprehension, Active Listening |
| Advertising and Promotions Managers | 17% — High | Average | $133,660 | Active Listening, Speaking, Critical Thinking |
| Marketing Managers | 32% — Very High | Bright ↗ | $166,790 | Reading Comprehension, Active Listening, Speaking |
| Sales Managers | 4% — Medium | Average | $148,270 | Persuasion, Active Listening, Speaking |
| Public Relations Managers | 23% — High | Average | $146,910 | Critical Thinking, Reading Comprehension, Active Listening |
| Administrative Services Managers | 0% — Low | Average | $114,130 | Reading Comprehension, Active Listening, Time Management |
| Facilities Managers | 13% — Medium | Average | $106,660 | Critical Thinking, Reading Comprehension, Active Listening |
| Computer and Information Systems Managers | 16% — High | Bright ↗ | $175,140 | Critical Thinking, Reading Comprehension, Active Listening |
| Financial Managers | 39% — Very High | Bright ↗ | $166,570 | Reading Comprehension, Critical Thinking, Complex Problem Solving |
| Industrial Production Managers | 1% — Medium | Average | $126,060 | Active Listening, Speaking, Speaking |
| Purchasing Managers | 20% — High | Average | $148,080 | Active Listening, Speaking, Management of Personnel Resources |
| Transportation, Storage, and Distribution Managers | 10% — Medium | Average | $107,230 | Reading Comprehension, Active Listening, Speaking |
| Compensation and Benefits Managers | 0% — Low | Average | $149,230 | Reading Comprehension, Active Listening, Writing |
| Human Resources Managers | 0% — Low | Bright ↗ | $149,280 | Active Listening, Speaking, Management of Personnel Resources |
| Training and Development Managers | 38% — Very High | Bright ↗ | $133,000 | Learning Strategies, Instructing, Reading Comprehension |
| Farmers, Ranchers, and Other Agricultural Managers | 0% — Low | Average | $89,900 | Critical Thinking, Speaking, Monitoring |
| Construction Managers | 12% — Medium | Bright ↗ | $114,990 | Coordination, Management of Personnel Resources, Active Listening |
| Education and Childcare Administrators, Preschool and Daycare | 4% — Medium | Bright ↗ | $59,300 | Reading Comprehension, Active Listening, Speaking |
| Education Administrators, Kindergarten through Secondary | 5% — Medium | Average | $105,870 | Active Listening, Speaking, Reading Comprehension |
| Education Administrators, Postsecondary | 6% — Medium | Bright ↗ | $104,590 | Reading Comprehension, Critical Thinking, Active Listening |
| Architectural and Engineering Managers | 3% — Medium | Average | $171,270 | Reading Comprehension, Active Listening, Writing |
| Food Service Managers | 0% — Low | Bright ↗ | $69,390 | Service Orientation, Active Listening, Speaking |
| Gambling Managers | 0% — Low | Bright ↗ | $93,220 | Critical Thinking, Management of Personnel Resources, Speaking |
| Lodging Managers | 12% — Medium | Average | $69,250 | Active Listening, Service Orientation, Speaking |
| Medical and Health Services Managers | 7% — Medium | Bright ↗ | $123,860 | Speaking, Critical Thinking, Reading Comprehension |
| Natural Sciences Managers | 6% — Medium | Average | $167,220 | Science, Reading Comprehension, Active Listening |
| Postmasters and Mail Superintendents | 0% — Low | Average | $96,660 | Reading Comprehension, Active Listening, Speaking |
| Property, Real Estate, and Community Association Managers | 17% — High | Bright ↗ | $69,990 | Speaking, Reading Comprehension, Active Listening |
| Social and Community Service Managers | 18% — High | Bright ↗ | $80,390 | Social Perceptiveness, Service Orientation, Active Listening |
| Emergency Management Directors | 0% — Low | Average | $93,330 | Service Orientation, Speaking, Complex Problem Solving |
| Funeral Home Managers | 1% — Medium | Average | $78,790 | Service Orientation, Active Listening, Speaking |
| Personal Service Managers, All Other | 12% — Medium | Average | $69,770 | Speaking, Monitoring, Coordination |
| Managers, All Other | 7% — Medium | Average | $141,900 | Complex Problem Solving, Reading Comprehension, Writing |