Technicians and associate professionals · code 3131

Power production plant operators

Software can log the readings. Starting up a turbine safely is still an operator's job.

Keeping station logs and reading meters are mostly out of AI's reach. Running boilers, turbines and generators, and cleaning and maintaining them, it barely touches.

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

Power production plant operators operate, monitor and maintain switchboards and related equipment in electrical control centres which control the production and distribution of electrical or other power in transmission networks. The equipment operated includes reactors, turbines, generators and other auxiliary equipment in electrical power-generating stations. Tasks include - (a) operating, monitoring and inspecting various types of energy-generating power plants; (b) operating and controlling power-generating systems and equipment including boilers, turbines, generators, condensers and reactors in hydro, thermal, coal, oil, natural gas and nuclear power plants to generate and distribute electrical power; (c) controlling start-up and shut-down of power plant equipment, controlling switching operations, regulating water levels and communicating with systems operators to regulate and coordinate transmission loads, frequency and line voltages; (d) taking readings from charts, meters and gauges at established intervals, troubleshooting and performing corrective action as necessary; (e) completing and maintaining station records, logs and reports, and communicating with other plant personnel to assess equipment operating status; (f) cleaning and maintaining equipment such as generators, boilers, turbines, pumps and compressors in order to prevent equipment failure or deterioration. Examples of the occupations classified here: - Distribution control operator - Electric power plant operator - Generating station operator - Hydroelectric power plant operator - Nuclear power plant operator - Power system operator - Solar power plant operator Some related occupations classified elsewhere: - Steam engine and boiler operators - 8182

power production plant operator

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

73 / 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.

← Robot's turf Human's turf →

The ILO's official verdict: Not Exposed

217 of 427 for holding up against AI

Why this score?

The ILO rated each of this job's 6 tasks for how much of it AI could do. They average 27.5 out of 100, so it holds up at 100 − 27.5 = 72.5.

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.

This job rates 46 out of 100 for how hands-on it is. The score above only looks at AI tools, not robots, but for work this far from the physical that matters less.

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

Man v Bot · compare

Who holds up better?

Power production plant operators 73

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.

Station logs and reports.
Automated readings and alarms.
Remote monitoring of plant.

Man

What people still do better

Judgement, trust and skilled hands. Hard to download.

Starting up and shutting down equipment.
Switching and safety operations.
Maintaining generators and turbines.

Both

What's arriving

New work that only exists because the AI does.

Wind, solar and battery plant operation.
Grid balancing and control.
Nuclear and hydrogen plants.

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: Medium

40 could do without you

It could take over some of the work, and help with more. It could help with 69 of 100.

The robot

The wildcard. Has hands, still working out stairs.

How much it matters here: Some

46 how hands-on

A fair part of this job is hands-on, so robots would be needed for that part, not just software.

So could a robot do the physical part?

Less than half of this job is hands-on. Robots still matter, but for a smaller part of the work, so we don't sort it any further.

Robots hate fiddly work in awkward spaces. On that measure, this job scores 37 out of 100. The higher it is, the longer the robot waits.

46 How
hands-on

37 How fiddly
and cramped

Kind of hands-on work Less than half hands-on

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 6 US jobs .

finger skill 38.8 · hand skill 34.5 · cramped spaces 37 · averaged · rule: hands-on under 50

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 46, against an average of 28. The bigger the gap, the more lopsided the job: some of it wide open to AI, some of it barely touched.

46
Completing and maintaining station records, logs and reports, and communicating with other plant personnel to assess equipment operating status

Low
33
Taking readings from charts, meters and gauges at established intervals, troubleshooting and performing corrective action as necessary

Low
30
Operating, monitoring and inspecting various types of energy generating power plants

Low
24
Controlling start-up and shut-down of power plant equipment, controlling switching operations, regulating water levels and communicating with systems operators to regulate and coordinate transmission loads, frequency and line voltages

Very Low
19
Operating and controlling power generating systems and equipment including boilers, turbines, generators, condensers, and reactors in hydro, thermal, coal, oil, natural gas, and nuclear power plants to generate and distribute electrical power

Very Low
14
Cleaning and maintaining equipment such as generators, boilers, turbines, pumps, and compressors in order to prevent equipment failure or deterioration.

Very Low

6 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: 69
AI does it for you: 40

Sidekick wins, by 29 points.

How good a match is this?

One Australian job matches, but only partly: not everyone in it does this job. Treat the numbers as a rough guide.

estimated Our Gen AI Transition (Gen AI Capacity Study) September 2025 detailed data release data 0.8-observed-use matched to Australian jobs 3992

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?

Out of every 100 conversations

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. This job makes up 0.22% of the conversations.

The data is sorted by US job, and this one matches 4 of them. We've combined them, counting each by how often it comes up in the conversations, so the busiest one counts most.

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 power station operators be worried?

Short answer: not much. Some of the chores will change, and good riddance.

Parts of it are changing. Station records, taking readings and monitoring plant are the most exposed tasks, all Low; start-up, switching and maintenance rate Very Low. Control rooms keep automating, and the energy transition is changing what plants run on.

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 82 jobs in the “Technicians and associate professionals” family, averaging 65. This one is above the family average.

Pit this against any other job →