Annual research report · 2026
The state of
AI job risk.
217+ roles across 14 industries, analyzed task by task to reveal where AI pressure is rising—and where human value remains durable.
Dataset status
Live and expanding
Key findings
Average risk
0142/100
across analyzed roles
High-risk roles
0215%
score above 60
Most exposed
03Media
highest industry average
Most resilient
04Science
lowest industry average
Top 10 most vulnerable
Where AI pressure is already visible.
Higher scores indicate a larger share of tasks exposed to near-term AI displacement.
Critical
Critical
Critical
Critical
Critical
High
High
High
High
High
Top 10 most resilient
Where human value stays structural.
These roles combine interpersonal, creative, physical, and accountable work that remains difficult to automate.
Low
Moderate
Moderate
Moderate
Moderate
Moderate
Moderate
Moderate
Moderate
Moderate
From research to your role
These averages hide your actual task mix.
Industry map
AI pressure, industry by industry.
Methodology
Evidence before prediction.
Each score is built from occupational task data, current AI capability benchmarks, adoption friction, accountability, and the human context required to perform the work well. Scores run from 0 (low exposure) to 100 (near-term pressure) and are re-evaluated as capabilities change.
Read the full methodologyPersonalized analysis
Industry averages are not your career.
Your real exposure depends on your tasks, tools, judgment, and seniority. Get the report built around your actual work.