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Service and sales workers · code 5245

Service station attendants

The pump takes payment. The stock report writes itself. Someone still changes the wiper blades.

Stock control and sales reports are the one task AI could take a fair chunk of. It barely touches six of the eight, including cleaning pumps and washing windscreens.

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

Service station attendants sell fuel, lubricants and other automotive products and provide services such as fuelling, cleaning, lubricating and performing minor repairs to motor vehicles. Tasks include - (a) filling fuel tanks and containers to level specified by customer; (b) checking and replenishing air pressure in vehicle tyres, oil and other vehicle fluid levels; (c) washing vehicle windscreens and windows; (d) performing minor repair work to vehicles such as replacing tyres, light bulbs and windscreen wiper blades; (e) maintaining and operating automatic car wash facilities; (f) collecting payments from customers for purchases; (g) cleaning petrol pumps and surrounding driveways, shops and facilities; (h) undertaking stock control and preparing reports on fuel, oil, accessories and other items sold. Examples of the occupations classified here: - Marina attendant - Service station attendant Some related occupations classified elsewhere: - Shop sales assistant - 5223 - Service station cashier - 5230 - Food service counter attendant - 5246 Note Workers who accept payment or sell goods in shops at service stations but do not provide forecourt services such as assistance with fuel, lubricants, cleaning and maintenance are excluded from Unit Group 5245: Service Station Attendants.

  • fuel station specialised seller

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

76 / 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: Minimal Exposure

188 of 427 for holding up against AI

Why this score?

The ILO rated each of this job's 8 tasks for how much of it AI could do. They average 24.1 out of 100, so it holds up at 100 − 24.1 = 75.9.

That's the whole sum. No black box, no secret sauce: you can check it against the ILO's study. ILO group “Minimal Exposure”: A few tasks are affected, but the heart of the job isn't.

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 66 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?

Service station attendants 76

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.

  • Stock control and sales reports.
  • Pay-at-pump and card payments.
  • Car wash scheduling.

Man

What people still do better

Judgement, trust and skilled hands. Hard to download.

  • Minor vehicle repairs and checks.
  • Helping customers.
  • Keeping the forecourt clean and safe.

Both

What's arriving

New work that only exists because the AI does.

  • EV charging hubs.
  • Convenience retail and food.
  • Fewer staffed fuel stations.

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 48 of 100.

The robot

The wildcard. Has hands, still working out stairs.

How much it matters here: Higher

66 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?

Less fine handwork and fewer cramped spaces than a typical hands-on job. That clears one hurdle for machines. It doesn't mean machines are doing this work yet.

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.

66 How
hands-on
37 How fiddly
and cramped

Kind of hands-on work Hands-on, less fiddly work

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 3 US jobs .

finger skill 38.4 · hand skill 38 · cramped spaces 34.7 · averaged · rule: hands-on 50+ · fiddly under 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 57, against an average of 24. The bigger the gap, the more lopsided the job: some of it wide open to AI, some of it barely touched.

  1. 56

    Undertaking stock control and preparing reports on fuel, oil, accessories and other items sold.

    Medium
  2. 42

    Collecting payments from customers for purchases

    Low
  3. 22

    Filling fuel tanks and containers to level specified by customer

    Very Low
  4. 18

    Maintaining and operating automatic car wash facilities

    Very Low
  5. 17

    Performing minor repair work to vehicles such as replacing tyres, light bulbs and windscreen wiper blades

    Very Low
  6. 14

    Checking and replenishing air pressure in vehicle tyres, and oil and other vehicle fluid levels

    Very Low
  7. 14

    Cleaning petrol pumps and surrounding driveway, shop and facilities

    Very Low
  8. 10

    Washing vehicle windscreens and windows

    Very Low

8 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
48
AI does it for you
26

Sidekick wins, by 22 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 6216

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 0.03% 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

37
63

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.

The data is sorted by US job, and this one matches 3 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 service station attendants be worried?

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

The paperwork and till are moving. Stock control and reports are rated Medium, and taking payment is Low; filling tanks, washing and minor repairs rate Very Low. Pay-at-pump and automated stock systems are common, and EV charging will change the forecourt further.

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 39 jobs in the “Service and sales workers” family, averaging 74. This one is above the family average.

Pit this against any other job →