Service and sales workers · code 5211
Stall and market salespersons
An app can do the accounts. Knowing what sells on a Saturday is still the trader.
Keeping accounts and stock records is the one task AI could take a fair chunk of. Setting up the stall, carrying goods and displaying and wrapping them it barely touches.
What they actually do (and what else they get called)
Stall and market salespersons sell various goods from stalls on open-air or covered markets or from stalls in streets or other open spaces. Tasks include - (a) obtaining permission to set up a stand at a particular place in streets, markets or other open spaces; (b) determining product mix, stock and price levels for goods to be sold; (c) buying or contracting a regular supply of goods to be sold from wholesale suppliers or directly from producers; (d) erecting and dismantling stalls and stands, and transporting, storing, loading and unloading goods for sale; (e) demonstrating and selling goods and accepting payment; (f) stacking and displaying goods for sale, and wrapping and packing goods sold; (g) keeping accounts and maintaining a record of stock levels. Examples of the occupations classified here: - Kiosk salesperson - Market stallholder - Market vendor - Street stall sales assistant Some related occupations classified elsewhere: - Street food vendor - 5212 - Shopkeeper - 5221 - Shop sales assistant - 5223 - Food service counter attendant - 5246 - Street vendor (excluding food) - 9520 Notes Vendors from street and market stalls of fresh food products not intended for immediate consumption (such as fruit, vegetables, meat and dairy products) are classified in Unit Group 5211: Stall and Market Salespersons. Vendors from street and market stalls of a variety of prepared meals and food items for immediate consumption are classified in Unit Group 5246: Food Service Counter Attendants. Vendors in streets and public places of food and beverages for immediate consumption from pushcarts, trucks, trays or baskets are classified in Unit Group 5212: Street Food Salespersons. Vendors in streets and public places of non-food items (or of pre-packaged non-perishable food items such as confectionery) from pushcarts, trucks, trays or baskets are classified in Unit Group 9520: Street Vendors (excluding Food). Workers who prepare simple food items for immediate consumption, such as hamburger cooks, but have limited direct contact with clients, are classified in Unit Group 9411: Fast Food Preparers. If adapting these categories to national circumstances please note that the aim of separately identifying vendors of food items for immediate consumption is to ensure that jobs that require skills in service, basic preparation and hygienic handling of food are visible. Food service counter attendants generally serve a wider range of more elaborate products and meals than street food salespersons and do not generally transport food using, or sell food from, equipment such as handcarts, bicycles or baskets.
- market vendor
Job titles from the EU's ESCO list. Search for any of them on the jobs page and you'll end up here.
65 / 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: Exposed: Gradient 1
276 of 427 for holding up against AI
Not quite your week? Make it yours ↓
Why this score?
The ILO rated each of this job's 7 tasks for how much of it AI could do. They average 35 out of 100, so it holds up at 100 − 35 = 65.
That's the whole sum. No black box, no secret sauce: you can check it against the ILO's study. ILO group “Exposed: Gradient 1”: The mildest of the ILO’s four “exposed” groups.
This job rates 25.7 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?
Stall and market salespersons 65
vGo 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.
- Accounts and stock records.
- Card payments.
- Pricing and supplier ordering.
Man
What people still do better
Judgement, trust and skilled hands. Hard to download.
- Selling to customers face to face.
- Choosing what to stock.
- Setting up and running the stall.
Both
What's arriving
New work that only exists because the AI does.
- Selling online as well.
- Local and sustainable produce.
- Cashless markets.
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
42 could do without you
It could take over some of the work, and help with more. It could help with 61 of 100.
The robot
The wildcard. Has hands, still working out stairs.
How much it matters here: Lower
26 how hands-on
Not much of this job needs hands, so the robot can sit this one out.
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 9 out of 100. The higher it is, the longer the robot waits.
hands-on
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, matched to one US job .
finger skill 10.7 · hand skill 3.6 · cramped spaces 11.5 · 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 60, against an average of 35. The bigger the gap, the more lopsided the job: some of it wide open to AI, some of it barely touched.
- 60
Keeping accounts and maintaining a record of stock levels.
Medium - 45
Determining product mix, stock and price levels for goods to be sold
Low - 43
Demonstrating and selling goods and accepting payment
Low - 43
Buying or contracting a regular supply of goods to be sold from wholesale suppliers or directly from producers
Low - 21
Obtaining permission to set up a stand at a particular place in streets, markets or other open spaces
Very Low - 17
Erecting and dismantling stalls and stands, and transporting, storing, loading and unloading goods for sale
Very Low - 17
Stacking and displaying goods for sale, and wrapping and packing goods sold
Very Low
7 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
New · the weekly task audit
Your week, your score
The score above assumes market traders spend the same time on every task. You don't. Slide each task to how much of your week it takes, and we'll re-weight the same ILO ratings to fit your job.
- Some
- Some
- Some
- Some
- Some
- Some
- Some
Your score
65 / 100
Same as the job as a whole, so far.
Move the sliders to make it yours.
The job as a whole: 65 / 100
Link copied.
Nothing you enter leaves your browser. The link just carries your slider positions.
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
- 61
- AI does it for you
- 42
Sidekick wins, by 19 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 6217
So, should market traders be worried?
Short answer: not much. Some of the chores will change, and good riddance.
The admin is moving. Accounts and stock records are rated Medium, and choosing stock, pricing, selling and buying are Low; setting up stalls rate Very Low. Card payments and simple accounting apps help; trading face to face stays human.
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 75. This one is below the family average.
- Prison guards 86
- Police officers 86
- Pet groomers and animal care workers 86
- Health care assistants 86
- Personal care workers in health servi… 85
- Undertakers and embalmers 83
- Hairdressers 83
- Beauticians and related workers 82
- Fire-fighters 82
- Cooks 82
- Child care workers 81
- Protective services workers not elsew… 80
- Domestic housekeepers 80
- Security guards 80
- Driving instructors 80
- Personal services workers not elsewhe… 79
- Travel attendants and travel stewards 79
- Companions and valets 78
- Cleaning and housekeeping supervisors… 78
- Street food salespersons 78
- Food service counter attendants 76
- Service station attendants 76
- Teachers' aides 76
- Home-based personal care workers 75
- Fashion and other models 75
- Transport conductors 75
- Bartenders 74
- Building caretakers 73