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Craft and related trades workers · code 7232

Aircraft engine mechanics and repairers

AI can flag which engine needs attention. Signing off an aircraft as safe is still a licensed engineer's job.

Keeping maintenance logs is mostly out of AI's reach. It barely touches the other nine tasks, including reading service manuals and repairing aircraft structures and parts.

What they actually do (and what else they get called)

Aircraft engine mechanics and repairers fit, service, repair and overhaul aircraft engines and assemblies, such as airframes and hydraulic and pneumatic systems. Tasks include - (a) fitting, examining, testing and servicing aircraft engines; (b) replacing engine components or complete engines; (c) examining and inspecting airframes and aircraft components, including landing gear, hydraulic systems and de-icers to detect wear, cracks, breaks, leaks or other problems; (d) maintaining, repairing, overhauling, modifying and testing aircraft structural, mechanical and hydraulic systems; (e) reading and interpreting manuals, service bulletins and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components; (f) maintaining, repairing and rebuilding aircraft structures, functional components and parts such as wings and fuselage, rigging, hydraulic units, oxygen systems, fuel systems, electrical systems, gaskets and seals; (g) inspecting completed work to certify that maintenance meets standards and the aircraft is ready for operation; (h) maintaining repair logs, documenting all preventive and corrective aircraft maintenance; (i) installing and testing electrical and electronic components, assemblies and systems in aircraft; (j) connecting components to assemblies such as radio systems, instruments, magnetos, inverters and in-flight refuelling systems. Examples of the occupations classified here: - Aeromechanic - Aircraft engine fitter - Aircraft maintenance engineer (airframes) - Aircraft maintenance engineer (engines) - Aircraft maintenance supervisor - Aircraft mechanic - Aircraft restorer - Aircraft service technician - Airframe and power plant mechanic - Airframe mechanic - Aviation maintenance technician, - Helicopter mechanic - Jet engine mechanic - Pneudraulic systems mechanic (aircraft) - Powerplant mechanic (aircraft) - Rocket engine component mechanic Some related occupations classified elsewhere: - Aeronautical engineer - 2144 - Aircraft maintenance engineer (avionics) - 7421 - Avionics technician - 7421 - Aircraft engine assembler - 8211

  • aircraft engine specialist
  • aircraft maintenance technician
  • aircraft maintenance coordinator
  • aircraft gas turbine engine overhaul technician
  • aircraft de-icer installer

Job titles from the EU's ESCO list. Search for any of them on the jobs page and you'll end up here.

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.

← Robot's turf Human's turf →

The ILO's official verdict: Not Exposed

136 of 427 for holding up against AI

Why this score?

The ILO rated each of this job's 10 tasks for how much of it AI could do. They average 19.5 out of 100, so it holds up at 100 − 19.5 = 80.5.

That's the whole sum. No black box, no secret sauce: you can check it against the ILO's study. ILO group “Not Exposed”: None of this job's tasks scored high enough to count.

from the source Working Paper 140, Generative AI and Jobs 2025 index data 0.8-observed-use

Pinch of salt: this number is probably too rosy

It only asks what AI software could do, and this job is 70 out of 100 hands-on. A chatbot can't do that part. A robot might, one day, and nobody measures how close that is.

Man v Bot · compare

Who holds up better?

Aircraft engine mechanics and repairers 81

v

Go on, try your partner's job. Or your sibling's. We won't tell.

Man v Bot

Where the bot helps, and where the human wins

Bot

What AI takes

The routine stuff. You may not miss it.

  • Digital maintenance logs.
  • Predictive maintenance alerts.
  • Looking up manuals and service bulletins.

Man

What people still do better

Judgement, trust and skilled hands. Hard to download.

  • Inspecting airframes and engines.
  • Repairs to exacting standards.
  • Certifying aircraft as safe to fly.

Both

What's arriving

New work that only exists because the AI does.

  • Drone and robot inspections of airframes.
  • Electric and hydrogen aircraft systems.
  • Data from sensor-equipped engines.

Written by a human, from the ILO's task ratings below. Yes, we see the irony. Read it as one person's take.

Meet your two rivals

They're not the same machine. AI software can only reach the parts of a job done on a screen or in words. A chatbot can't climb a ladder. A robot might, one day, if it doesn't fall off.

The AI

Lives in a screen. Never had to fix a boiler.

Threat level: Low

26 could do without you

It could take over very little of the work on its own. It could help with 64 of 100.

The robot

The wildcard. Has hands, still working out stairs.

How much it matters here: Higher

70 how hands-on

Most of this job needs hands, a body or turning up. That's robot territory, and nobody measures how far robots have got well enough to give you a number. We won't make one up.

So could a robot do the physical part?

More fine handwork, and more time in cramped or awkward spots, than a typical hands-on job. That is exactly what machines find hardest: they do best in tidy, predictable places.

Robots hate fiddly work in awkward spaces. On that measure, this job scores 52 out of 100. The higher it is, the longer the robot waits.

70 How
hands-on
52 How fiddly
and cramped

Kind of hands-on work Hands-on, fiddly work in tight spaces

The small print

They aren't a robot score, and nothing on this page is. Nobody measures how far robots have got well enough to put a number on it. These are the closest thing we have: how hands-on the job is, and how much fiddly, cramped work it takes, which is what Frey and Osborne found hardest for machines.

From O*NET, averaged across 2 US jobs .

finger skill 51.8 · hand skill 50 · cramped spaces 52.9 · averaged · rule: hands-on 50+ · fiddly 39.4+

estimated O*NET 31.0 BLS occupational crosswalk chain ISCO-08 to 2010 SOC (Aug 2012, rev. Jun 2015); 2010 to 2018 SOC (Nov 2017); O*NET-SOC 2019 taxonomy data 0.8-observed-use measures chosen by Frey & Osborne (2017) · the grouping is a sorting, not a measurement

The job, task by task

Every job is really a bundle of tasks. Here's this one unpacked, with how much of each AI could do, out of 100. The score is the average, and averages can hide a lot.

AI's favourite task here scores 39, against an average of 20. The bigger the gap, the more lopsided the job: some of it wide open to AI, some of it barely touched.

  1. 39

    Maintaining repair logs, documenting all preventive and corrective aircraft maintenance

    Low
  2. 24

    Reading and interpreting manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components

    Very Low
  3. 20

    Examining and inspecting airframes and aircraft components, including landing gear, hydraulic systems, and de-icers to detect wear, cracks, breaks, leaks, or other problems

    Very Low
  4. 19

    Inspecting completed work to certify that maintenance meets standards and the aircraft is ready for operation

    Very Low
  5. 17

    Fitting, examining, testing and servicing aircraft engines

    Very Low
  6. 17

    Installing and testing electrical and electronic components, assemblies and systems in aircraft

    Very Low
  7. 16

    Maintaining, repairing, overhauling, modifying and testing aircraft structural, mechanical and hydraulic systems

    Very Low
  8. 15

    Replacing engine components or complete engines

    Very Low
  9. 15

    Maintaining, repairing and rebuilding aircraft structures, functional components and parts such as wings and fuselage, rigging, hydraulic units, oxygen systems, fuel systems, electrical systems, gaskets, and seals

    Very Low
  10. 14

    Connecting components to assemblies such as radio systems, instruments, magnetos, inverters, and in-flight refuelling systems.

    Very Low

10 tasks · the High to Very Low labels are the ILO's

from the source Working Paper 140, Generative AI and Jobs 2025 index data 0.8-observed-use

Sidekick or replacement?

A tool that makes you faster is a very different thing from one that does the task while you watch. Jobs and Skills Australia measured the two separately, which is handy.

AI helps you
64
AI does it for you
26

Sidekick wins, by 38 points.

How good a match is this?

One Australian job matches this one closely, so this is about as reliable as it gets here.

estimated Our Gen AI Transition (Gen AI Capacity Study) September 2025 detailed data release data 0.8-observed-use matched to Australian jobs 3231

Meanwhile, in real life…

Everything else here is about what AI could do. This is what people actually did. When they asked Claude for help with this kind of work, did they hand the whole task over, or roll their sleeves up and work through it together?

Tiny sample alert This job makes up under 0.01% of all the conversations: a tiny slice, mostly the paperwork rather than the work. People using AI for a job isn't the same as AI being able to do it.

Out of every 100 conversations

33
67

worked through it together handed it over

The small print

Anthropic publishes this about its own product, and it doesn't feed into any score here. These are people who use Claude, not workers in general, so little use here doesn't mean AI can't reach the job.

These two add up to 100. The bars elsewhere on the page don't, because each is scored on its own, so we don't put them side by side.

observed use Anthropic Economic Index release 2026-06-26, period beginning 2026-05-01 data 0.8-observed-use 2026-05-01 · Anthropic, about its own product

So, should aircraft mechanics be worried?

Short answer: not really. Put the kettle on.

No. The most exposed task is keeping repair logs, rated Low; inspecting, servicing and repairing aircraft rate Very Low. Predictive maintenance and digital records are spreading fast, but the work and the responsibility stay with certified people.

Worth remembering: we score tasks, not jobs. When AI takes on a task, the job usually reshuffles around it rather than vanishing.

Where this job could lead

None of the new jobs we've written up start from here yet. Could be you're the first. See the jobs AI is creating →

How are the neighbours doing?

There are 65 jobs in the “Craft and related trades workers” family, averaging 84. This one is below the family average.

Pit this against any other job →