AI exposure

HR specialist: will AI take this job?

50%Changing fast
AI scans 1,000 CVs a second. It still can’t tell who’ll be fun at the Christmas party.

Why

Screening and admin are exposed. Hard conversations, culture and conflict are not.

Where to look next

  1. HR business partner
  2. Reskilling / L&D specialist (lots of work coming!)
  3. Executive search

What AI already does

  • CV screening
  • Job ads
  • Scheduling interviews

What stays human

  • Interviews and judgement
  • Conflicts and layoffs
  • Company culture

Skills worth learning — Office & admin

  • Running AI tools and automations
  • Handling exceptions and difficult people
  • Process and project management

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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.