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Which careers are least exposed to AI?
Short answer
The least exposed careers depend on things AI cannot supply: physical presence, legal or professional accountability, negotiation with real stakes, trust built over time, and judgement in messy, poorly documented situations. Skilled trades, hands-on healthcare, complex negotiation roles and accountable professional judgement all sit at this end.
Last updated 14 September 2026 · JobsAIQ Research
What low-exposure work has in common
- Someone must be answerable for the outcome, by law or by relationship.
- The context is unstructured and not written down anywhere a model could read.
- The work happens in physical space or in real-time human interaction.
- Mistakes carry consequences that make unreviewed automation unattractive.
The caveat
Low exposure is not immunity. The tools around these roles change, the administrative half of the job often is exposed, and pay is set by supply and demand rather than by exposure. Choosing an occupation purely for low exposure ignores both of those facts.
Run the scan and see this applied to your own role rather than the average.
A better use of this information
Rather than moving to a low-exposure occupation, identify the low-exposure activities inside your current one and shift your weight toward them. That is usually the faster route.
Frequently asked questions
- Should I switch to a low-exposure career?
- Rarely as a first move. Switching resets your domain depth, which is itself a defence. Changing the balance inside your field is usually faster.
Your next move
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