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.
AI Impact Snapshot
How exposure shifts from 2025 to 2028.
Highest Automation Risk
Occupations with the highest AI automation risk scores based on 2025 data
Telephone Operators
Switchboard Operators
Data Verification Clerks
Meter Readers, Utilities
Credit Authorizers, Checkers, and Clerks
Latest News & Trends
Recent reports and analyses on AI's labor market impact.
Texas Executives Using AI Say It Hasn't Cut Their Headcount - Yet
Ask 203 Texas executives who actually use AI what it did to their staffing, and 76% say: nothing. But the same Dallas Fed survey shows expe…
Brookings: No Silver Bullet for AI and Jobs — But Four Real Levers
About three-quarters of US adults fear AI will cost jobs. Fewer than 6% of private-sector workers have a union to bargain over how it gets…
Dallas Fed: AI Lifts Productivity Only Where People Actually Use It
Your industry's AI exposure score predicts almost nothing. New Dallas Fed research across the US and 16 European economies shows the real v…
Skills England 2026: AI Now Touches 70% of UK Jobs — Here Is Who Feels It First
The UK government just put a number on the AI shift: 70% of workers are in jobs AI can already partly do. Graduates and juniors are feeling…
Which Jobs Can AI Actually Learn? A New Index Rewrites the Risk List
A new RL Feasibility Index scoring 17,951 O*NET tasks finds AI exposure has been badly misjudged. Power plant operators and railroad conduc…
AI Exposure by Industry
Theoretical vs. observed AI exposure across 14 occupation categories
Computer & Mathematical
Business & Financial Operations
Office & Administrative Support
Arts, Design, Entertainment & Media
Legal
Healthcare
Education & Training
Life, Physical & Social Sciences
Sales & Marketing
Management
Food Preparation & Service
Construction, Maintenance & Repair
Protective Service
Transportation & Material Moving
Research Timeline
Recent landmark reports tracked since 2025.
International comparisons show AI effect on productivity
US productivity grew 2.4% annualized since 2024Q1 (vs 1.6% pre-pandemic); the three most AI-exposed sectors (information, finance/insurance, professi…
Skills England Annual Skills Report 2026
Skills England's first Annual Skills Report (6 July 2026) estimates 70% of UK workers are in AI-exposed occupations, with highest exposure among prof…
June 2026 Layoff Report: Cuts Cool to 45,849, Down 53% from May, AI Leads Reasons for Fourth Consecutive Month
U.S. employers announced 45,849 job cuts in June 2026, down 53% from May. AI was cited in 14,029 cuts (31%), the fourth consecutive month AI led all…
Will AI Replace ___?
Most-searched evergreen analyses.
Will AI Replace Bus Drivers? Autonomous Buses Are Coming, But Not That Fast
Transportation & Material Moving
Will AI Replace Operations Managers? The Leadership Role AI Is Reshaping
Management
Will AI Replace Pilots? Autopilot vs. Human Judgment in 2025
Transportation & Material Moving
Will AI Replace Masons? Brick by Brick, Humans Still Lead
Construction, Maintenance & Repair
Will AI Replace Police Officers? What the Data Actually Shows
Protective Service
Built on Trust
Transparent methodology, primary sources, and editorial review.
Methodology
How we calculate AI exposure and automation risk — composite scoring across theoretical capability and observed adoption.
Read methodologyPrimary Sources
Peer-reviewed research from Anthropic, Stanford, NBER, and U.S. Bureau of Labor Statistics — every data point traceable.
See sourcesEditor + AI Disclosure
AI-assisted analysis reviewed by a human editor. We disclose where AI helped and where humans decide.
About the editorStay Updated
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