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Everything About Work

Best-of profession rankings

All sixty professions ranked by one score at a time — AI resistance, pay, entry barrier, autonomy, demand and impact.

Scores are relative 0–100 marks within this atlas, reasoned from tasks rather than titles. Use them to browse, not as a career guarantee.

Resists AI

How much of the actual work resists automation, reasoned from tasks rather than the job title.

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Pay

Relative peak-earnings score across the sixty professions on this atlas.

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Barrier to entry

How long and selective the route into independent practice is.

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Autonomy

How much of the day-to-day work is self-directed rather than closely managed.

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Demand

How many openings and how portable the skills are across employers and places.

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Impact

How directly the work changes outcomes for other people or society.

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