Every job, ranked

163 UK occupations, from the hardest to automate to the easiest. Tap any job to see why it scores the way it does.

Very safe (80–100)

AI won't replace this any time soon.

AI will help with parts of the job, but it needs a human.

AI will reshape this job, and fewer people may be needed.

AI can already do much of this work.

Much of this work can already be automated.