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Task-level AI exposure analysis for 16 roles. Every score is computed from sourced capability evidence and real adoption data — not opinion.
Enter a job title to see a quick AI exposure estimate. For a full personalised assessment, take the assessment.
Sorted by computed AI exposure score. Click any role for full task-level breakdown.
Additional Roles — Benchmark Data
Which tasks are most automatable — and most defensible — across all roles.
Highest AI Capability
avg quality threshold
Most Defensible Tasks
defensibility score
Live market intelligence
Real-time AI signals, capability tracking, and adoption trends
These are role averages. Your number is different.
Two people with the same title can have very different exposure profiles. Your specific tasks, tooling, environment, and seniority shape the read. Get your Task Exposure Map and a 30-day Defense Plan — about 10 minutes, free, no card.