The map of work
Every profession placed by how hard it is to enter and how well it resists automation. Bubble size is pay. Click any one to open it.
Top-right is the rare corner: hard to enter, hard to automate.
By field
Across every profession
Jobs AI cannot take
All sixty professions ranked by how much of the work resists automation — and the reasoning behind each score.
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The history of work
Every profession on this site, placed on one timeline from the first named architect to the newest job on earth.
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What to study for which job
University majors mapped to the professions they actually lead into, ranked by how many doors each one opens.
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What every profession pays
The sixty jobs ranked by peak earnings, with the figure each one reaches at the top of its ladder.
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Trades that vanished
The jobs that automation, regulation and fashion erased — and which surviving profession absorbed them.
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Compare professions
Put up to six jobs side by side on pay, entry barrier, autonomy, demand, impact and resistance to AI.
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