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Electrician versus General practitioner

Electrician

81 / 100

Strongly holds up against AI

Most of this job still needs an actual human. AI would mostly be making the tea.

Not the odds you keep your job. It's how much of the everyday work still needs a person, out of 100.

The ILO's official verdict: Not Exposed

General practitioner

71 / 100

Mostly holds up against AI

AI can take a few chores off your plate, but most of the day is still yours.

Not the odds you keep your job. It's how much of the everyday work still needs a person, out of 100.

The ILO's official verdict: Not Exposed

Electrician is 10 points ahead of General practitioner. That says nothing about skill, difficulty or worth — only about what machines can do right now.

What's behind the numbers

The headline number is the least interesting part. Here's where the real difference is.

How much AI could help with AI helps
57 70

Usually good news: more of the work gets quicker without the job going away.

How much AI could do without you AI takes over
16 34

This is what most people mean by “exposed”. We keep it apart from helping on purpose.

How much the job needs hands, a body or being there Hands-on
76 13

Software can't do hands-on work, but robots might one day. How far they've got isn't on this site, because nobody measures it well enough yet.

from the source Working Paper 140, Generative AI and Jobs 2025 index O*NET 31.0 Our Gen AI Transition (Gen AI Capacity Study) September 2025 detailed data release data 0.8-observed-use