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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.
Which tasks are most automatable — and most defensible — across all roles.
Highest AI Capability
avg quality threshold
Live market intelligence
Real-time AI signals, capability tracking, and adoption trends
These are role averages. What about you?
Two people with the same job title can have completely different exposure profiles. Your specific tasks, environment, and industry context matter. Get your personalised score in ~4 minutes.
Most Defensible Tasks
defensibility score