If exposure is high, does it mean my job is at risk of going away?

No. High exposure shows that part of the tasks may change or be done faster with AI. Usually that changes how you work rather than removing the job. What matters is which skills you build and how you use the new tools.

How are the scores calculated?

We start from the ILO (2023) score for the occupation's ISCO-08 group, computed from how exposed its typical tasks are to generative AI, and show it from 0 to 100. The methodology version and the source appear on every page.

What does augmentation mean?

The part of the work where AI helps you work faster or better while you stay the one who decides. For example, a first draft you correct or an analysis you check.

What are protective skills?

Skills that matter in tasks that are hard to automate, such as negotiation, empathy, coordinating people or judgement in new situations. If you have an account, we show which ones you already have in your profile.

Do you use my data for the estimate?

No. The estimate is the same for everyone and needs no account. If you are signed in, we compare the protective skills with your profile right in your browser so you can see what you already have. Only you see the result.

How often is it updated?

When the ILO or other public sources publish new data. The date of the last update appears on each occupation page.

AI risk by occupation

How exposed is your job to AI?

Look up your occupation and see which tasks AI could take over or speed up, where it can help you and which skills keep you relevant.

We look at tasks, not people
It is an estimate, not a prediction
Free, no account needed

Two different things: exposure and augmentation

The same job can be both exposed to AI and helped by it. That is why we show two separate estimates.

Exposure to automation
How much of the occupation's typical tasks today's AI tools could largely do. High exposure means the work may change, not that the job goes away.
Augmentation
How much of the work AI can speed up or improve while a person stays in control. Here AI is an assistant: it takes over repetitive tasks and leaves you time for the parts that need judgement.
What it does not mean
It is not an assessment of you as a person, nor a decision about your career. Two people with the same occupation can have very different tasks. Use the estimate as a starting point for what you want to learn.

Occupations with an estimate

Pick an occupation to see the exposed tasks and the skills that protect you.

How we make the estimate

We use the scores published by the International Labour Organization (ILO) in its study “Generative AI and Jobs” (2023). Researchers assessed, task by task, how exposed each ISCO-08 occupation group is to generative AI tools.

We show the ILO score (0 to 1) as exposure from 0 to 100 and link it to every occupation on the platform through its four-digit ISCO code, so all occupations in the same group share the same score. The ILO places some groups under “automation potential” or “augmentation potential” but gives no augmentation score, so we do not make one up.

The source is cited on each occupation page. We will update the estimates when the ILO publishes new data (for example its refined 2025 index).

Methodology version: ilo-2023-wp96
Last updated: October 15, 2026

Limits

The estimate describes an occupation in general, not your specific job. It does not account for the company, the industry or how fast employers adopt AI. Do not use it as the only basis for an important decision.

Frequently asked questions

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