AI exposure

Data scientist: will AI take this job?

50%Changing fast
You trained the model. Now the model trains models. Awkward family dinner.

Why

Routine modelling is automated, but AI and big-data specialists are among the fastest-growing jobs in the WEF 2025 report.

Where to look next

  1. AI engineer (agents, LLM apps)
  2. ML ops / platform
  3. Domain expert + data (health, energy)

What AI already does

  • Cleaning data
  • Standard models

What stays human

  • Framing the problem
  • Judging if results make sense

Skills worth learning — Tech & data

  • Building with AI models and agents
  • Security
  • System design and product sense

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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.