Most occupations combine tasks. Some can be assisted or automated, while others require judgement, relationships, physical presence or accountability. The occupation explorer uses research on potential task exposure, not a personal probability of dismissal.
Your work, task by task
Exposure does not equal unemployment.
Selected starting points
Descriptions introduce the source. They do not replace reading it in full.
ILO: occupational exposure to generative AI
2025-05-20
Open original source ↗Generative AI at Work
2023-11
Open original source ↗Akram Awad: work, identity and purpose
2025-10
Open original source ↗Evidence, estimates and scenarios are different.
A company announcement is not an independent evaluation. A scenario is not a prediction. Follow the original source and check its date, scope and limitations.