AI Exposure Meter
How replaceable is your role by AI over the next 5 years? Score any occupation on a 6-dimension rubric (digital, remote, routine, data, physical, relationship) and see durable alternatives if the score is high.
This role is highly exposed to AI — plan your next move
Map a switch into a more durable role, and see which skills you would need to get there.
Parts of this role are exposed — strengthen the rest
See which skills this role needs that you don't have yet, and which certifications pay back fastest.
This role looks durable — is it the right fit for you?
Career DNA matches your interests and strengths against careers like this one.
Prove your AI skills — get certified
Certified AI Foundational is a good place to start: a short course, then an exam assessed online. Pass for a certificate anyone can verify.
Search for a role above to see its AI exposure score and durable alternatives.