How AI is Changing Your Job
Data-driven analysis of AI automation impact across 800+ occupations worldwide. Understand trends, compare roles, and prepare for the future.
55
Occupations Analyzed
14
Industry Categories
6-Year
Time Series (2023-2028)
11
Languages Supported
Built on Research, Not Hype
Data-Driven Analysis
Based on peer-reviewed research papers, government reports, and industry datasets from leading AI labs.
Global Coverage
Available in 11 languages covering occupations across diverse economies and labor markets worldwide.
Trend Tracking
Track how AI automation risk changes over time with historical data and forward-looking estimates.
Highest Automation Risk
Occupations with the highest AI automation risk scores based on 2025 data
AI Exposure by Industry
Theoretical vs. observed AI exposure across 14 occupation categories
💻
Computer & Mathematical
Theoretical94%
Observed33%
9 occupations
📊
Business & Financial Operations
Theoretical86%
Observed25%
5 occupations
📋
Office & Administrative Support
Theoretical90%
Observed22%
6 occupations
🎨
Arts, Design, Entertainment & Media
Theoretical78%
Observed20%
5 occupations
⚖️
Legal
Theoretical82%
Observed18%
2 occupations
🏥
Healthcare
Theoretical55%
Observed12%
7 occupations
📚
Education & Training
Theoretical60%
Observed15%
2 occupations
🔬
Life, Physical & Social Sciences
Theoretical65%
Observed14%
3 occupations
📈
Sales & Marketing
Theoretical72%
Observed16%
4 occupations
👔
Management
Theoretical68%
Observed15%
4 occupations
🍳
Food Preparation & Service
Theoretical12%
Observed2%
2 occupations
🔧
Construction, Maintenance & Repair
Theoretical15%
Observed3%
3 occupations
🛡️
Protective Service
Theoretical18%
Observed3%
2 occupations
🚛
Transportation & Material Moving
Theoretical20%
Observed4%
1 occupation
Stay Updated
Get notified when AI automation data changes for the occupations you care about. Choose categories to watch and we'll send you updates.