LIVE TRACKING · Q1 2026
Today's Forecast
AI is reshaping the labor market in real time. This is your weather radar.
Estimated US Jobs Affected by AI — This Quarter
0
displacement events since Jan 2026 · Source: BLS, Challenger Gray & Christmas
Severity Index
7.6
HIGH
Displacement Severity Index
Based on Q1 2026 displacement velocity, breadth, and acceleration across all tracked industries.
Most At Risk This Month
#1
Customer Service Representative
2024-2026
9.6
#2
Call Center Agent
2024-2026
9.5
#3
Tax Preparer
2025-2027
9.3
#4
Data Entry Analyst
2024-2025
9.2
#5
Bookkeeper
2025-2027
9.1
Safest Roles — Lowest AI Displacement Risk
View all 1.2
Firefighter
2040+
1.4
Construction Manager
2040+
1.5
Surgeon
2040+
1.6
Social Worker
2035+
1.8
K-12 Teacher
2035+
Industry Displacement Heatmap
Color intensity = displacement risk level
Low (1-4)
Moderate (5-7)
High (7-8.5)
Severe (8.5+)
9.4
Customer Service
2.8M at risk
8.9
Media & Content
1.2M at risk
8.5
Accounting
1.8M at risk
8.2
Finance
3.5M at risk
7.9
Marketing
1.4M at risk
7.8
Legal
900K at risk
7.6
Technology
2.2M at risk
7.6
Insurance
720K at risk
7.5
Retail
5.8M at risk
7.4
Design
680K at risk
7.3
Human Resources
850K at risk
7.2
Manufacturing
4.2M at risk
6.9
Consulting
580K at risk
6.8
Transportation
4.8M at risk
5.8
Healthcare
2.1M at risk
5.2
Real Estate
580K at risk
4.8
Energy
480K at risk
4.5
Education
650K at risk
4.2
Agriculture
820K at risk
3.8
Government
1.2M at risk
Methodology:Risk scores are composite indices derived from BLS occupation data, McKinsey automation research, WEF Future of Jobs reports, Challenger Gray & Christmas layoff data, and primary source earnings calls. Projections reflect research consensus ranges, not guaranteed outcomes.