Occupations
How is AI changing work?
Look up an occupation to see how exposed it is, which tasks AI does today, and what hiring and layoffs look like.
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For each occupation…
View exposure
A score for the occupation, split into what AI is used for today and what it could do.
Task augmentation and automation
Which tasks are automated, which are assisted, and a way to edit the list if it does not match your day.
View hiring and layoff trends
Whether employers are hiring more or less of this job, where, and any reported layoffs.
Your recent lookups
Nothing yet. Occupations you look up are kept on this device so you can get back to them quickly. We do not collect them.