AI exposure

Manager: will AI take this job?

35%Mostly safe
AI can write the status report. Unfortunately, you still have to attend the meeting.

Why

Reporting and planning get automated. Leading people, making calls and taking the blame do not.

Where to look next

  1. Stay — lead teams of people AND agents
  2. Transformation / change manager
  3. Executive coach

What AI already does

  • Status reports
  • Planning and scheduling
  • Meeting notes

What stays human

  • Leading people
  • Making calls under uncertainty
  • Taking responsibility

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.