How AI changes your job
AI doesn't take jobs.
It takes tasks.
Every job is a bundle of tasks, and AI hits them unevenly — some get automated, some get amplified, some stay stubbornly human. Search your job and see the breakdown.
The Automation–Augmentation Spectrum
Every occupation placed by how AI lands. Bubble size = how many people do the job. Click any bubble for the full breakdown.
Methodology & sources▾
Market data (growth, openings, pay, education) is straight from the BLS Employment Projections 2024–2034. No estimates.
Tasks are verbatim from the U.S. Department of Labor's O*NET database — the real task statements for each occupation.
The AI effect on each task is the only assessed layer, classified under a published rubric: automate = AI software can do it end-to-end; augment = AI does much of it but a human directs and is accountable; human = needs physical presence, dexterity, real-time trust, or legal accountability. Physical/manual work is treated as human (we assess AI, not robots).
All occupations
Search 832 occupations. Click a row for its task breakdown.
| Occupation | AI effect | Automate | Augment | Human | Growth | Median |
|---|