Your strengths in the face of AI and robots
Job by job, what AI and robots change, and what stays yours. Free, with no account and no ads, to help you choose with your eyes open.
- Type
- Website
- Platforms
- Web
- Status
- Live
- Released
- 2026
- Jobs
- 1,312, from vocational to master's
- Access
- Free, no account

The idea
AI and robots: what impact on your future?
Every page breaks a job down into about ten tasks. For each one, we look at what AI and robots can already do, based on several studies. Every page ends with three things you can do right now.
No risk score: a single number per job hides what is really going on. A job changes task by task, rarely all at once.
Highlighted: it stays human. Those are your strengths.
What we built
What we built.
- 1,312 jobs, from vocational certificates to master's degrees, and the fields of study that lead to them, based on France Travail's ROME 4.0, ONISEP Idéo and Parcoursup.
- Every job broken down into real tasks: what AI or a robot can do, what it helps you do, and what stays human.
- For every task, several independent indicators, including the Anthropic Economic Index, the ILO and Microsoft, and where they agree or not. A person reviews every page before it is published.
- At the end of every page, three things to do: this week, this year, and for your next choice.
- “We checked”: things people say about AI and jobs, checked against the sources. And two jobs, fields or courses to compare side by side.
- Free, with no account and no ads. No school pays to appear on a page.

