The best paid jobs AI cannot do that need no degree
O*NET Job Zone 1 or 2, in the untouched band, with a published median wage, ranked from the highest pay downward. Release v2026.Q3, capability reference date 2026-09-15, built on O*NET 31.0.
The combination most people are actually looking for: work a machine cannot produce, that pays, and that does not start with four years of tuition.
How to read this
Exposed is the share of an occupation’s weighted task load that a generally available AI system can produce today with little structural friction. Assisted is work it can produce but cannot finish alone, because somebody has to be present, accountable, or because checking the output costs as much as doing the work. Untouched is work it cannot produce at all.
Every figure here is computed from task level ratings, and every occupation links to the page that shows its own tasks. If a rating looks wrong, the task is the level to argue at: how this is measured.
Questions about this list
What tops the list?
First-Line Supervisors of Police and Detectives, with 26.4% of its weighted task load exposed to current AI systems, 18.8% assisted and 54.8% untouched. Release v2026.Q3.
How is this list decided?
O*NET Job Zone 1 or 2, in the untouched band, with a published median wage, ranked from the highest pay downward. Scores come from rating every standardised work activity in each occupation against a published rubric, not from rating the occupation as a whole.
Does a high score mean the job disappears?
No. Exposure is not displacement. This measures what current systems can produce and what structurally stands in the way, not what an employer will do about it.
Other cuts of the same data
Exposure is not displacement. This index measures what current systems can produce and what stands in the way. It does not forecast job losses, and it models no adoption, employment or wage effect.