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Computer Programmer

AI is reshaping the work of a Computer Programmer — here's where you already have an edge.

The Shift

How much of this work overlaps with today's AIA lot

AI is set to change a lot of this work

Source

Felten et al. 2021

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What you do · Where AI is heading

  • Automated Testing & Test GenerationAI tools can draft test cases straight from your code so more paths get checked, and you stay in the loop to confirm the tests reflect what the software should actually do.
    Where this comes from

    Peer-reviewed research

    Read the research
  • AI Code Review & Bug DetectionAn AI assistant can review a pull request and point out likely bugs or weak spots before you merge, giving you a helpful second set of eyes while you make the final call.
    Where this comes from

    Peer-reviewed research

    Read the research

Looking Ahead

AI is changing this work — and you can get ahead of it

There's no official U.S. projection that fits your exact title yet, and we won't invent one or stretch a number that doesn't fit. Here's what we're sure of: your plan names the AI skills worth your time here, starting from the strengths you already bring.

See your AI skills

✓ Backed by 2 independent sources

2 of your strengths already reach other roles.

Where could you go next?Real roles your work already reaches.