AI exposure

Software developer: will AI take this job?

60%High exposure
You built the thing that’s now writing your code. Ironic, isn’t it?

Why

Coding benchmarks jumped from about 60% to nearly 100% of the human baseline in a single year. Architecture, product sense and owning production systems still need people.

Where to look next

  1. Software architect
  2. AI engineer / agent builder
  3. Security engineer

What AI already does

  • Writing boilerplate and tests
  • Fixing routine bugs
  • Explaining code

What stays human

  • System design
  • Understanding what users need
  • Owning production

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.