AI exposure

Analyst: will AI take this job?

75%High exposure
Your pivot tables are now pivoting without you.

Why

Management analysts and financial analysts rank high in both ILO and Microsoft studies. Asking the right question is still the hard part.

Where to look next

  1. Decision scientist / strategy
  2. AI and data product owner
  3. Consultant with deep industry knowledge

What AI already does

  • Building reports and dashboards
  • Summarising data
  • Forecasts

What stays human

  • Asking the right question
  • Convincing decision-makers
  • Context nobody wrote down

Skills worth learning — Finance & law

  • Advisory and client relationships
  • Data and AI literacy
  • Regulation of AI and new tech

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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.