AI exposure

Proofreader: will AI take this job?

85%Start packing
Spellcheck took your commas. AI took the rest.

Why

Grammar and style checks are something language models do instantly. Editing for meaning and voice is harder to replace.

Where to look next

  1. Developmental / substantive editor
  2. AI-content quality editor
  3. Editor for legal or medical texts

What AI already does

  • Typos and grammar
  • Consistency checks

What stays human

  • Author’s voice
  • Meaning and logic

Skills worth learning — Creative & media

  • Your own voice and audience
  • Directing AI tools, not competing with them
  • Live and in-person formats

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For fun, not a forecast. Scores are our rough estimates of how much of a job’s tasks AI can already help with, based on the ILO (2025) and Microsoft Research (2025) studies. Exposure usually means the job changes, not that it disappears — the ILO puts about 1 in 4 jobs worldwide in exposed occupations, but only 3.3% in the highest category.