UK dataswitch to US
Retail cashiers and check-out operators
issuing receipts, counting money and audit cash drawers at the end of shifts and maintaining clean and orderly till areas. If that's your week, this page is about your job.
The honest answer
AI is already taking a real slice of the routine work here: issuing receipts. That is a slice of tasks, not of you.
That slice is not coming back; the core of the job, assisting in completing customer purchase transactions at the checkout, stays yours. New tools, same person answering for it.
Your week, as this page understands it
Retail cashiers and check-out operators accept payments from customers and give change in respect of sales or services. The job title says “retail cashiers” or “check-out operators”: officially one job, two names. The real job is the part underneath: assisting in completing customer purchase transactions at the checkout. That is the thing someone has to be right about.
The exposed part of this job is specific, and we won’t pretend it is coming back. But retail cashiers and check-out operators is not one task. It is 38 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is assisting in completing customer purchase transactions at the checkout, and the ledger below shows exactly why.
Where the work sits, by task weight
- shifting to AI
- 19%
- changing shape
- 8%
- staying human
- 73%
These bars are tasks changing hands, not people being counted out. The ledger below shows which.
Whole-job exposure score 26 out of 100 (22–31 allowing for uncertainty): low exposure, across 38 scored tasks. The number is the support for the sentence above it, not a headline about anyone’s future.
How we know this
What is measured: Every published task statement for retail cashiers and check-out operators is rated on five dimensions: can a model produce the output, does the work need a body in a room, does it need a legally accountable person, does it depend on a person being trusted in the moment, and how much data exists. A published formula turns those five ratings into the score; the model never writes the number.
How the bar is built: Each task’s share of the bar is its published importance weight, so a task you do all day counts for more than one you do twice a year.
Release: 2026-q4.1, scores computed 2026-08-04. Read the full method.
Your job, task by task
These are the official task statements for this occupation, in plain English, sorted by what the evidence says is happening to each one. The official wording sits under every line so you can check the rewrite against it.
- 25 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
- Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.
Shifting to AI
7 tasksTasks today’s tools can already do most of. This is the part we will not soften: where these rows are the bulk of your week, the week changes.
Issuing receipts
This is reading one thing and writing another: receipts in, a record out. That is the shape today's tools are built for.
importance 95 · 7112/00Source: “Issue receipts.” (UK task statement)
How this row was scored
Exposure score: 93 out of 100 (89–97 allowing for uncertainty): very high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Issuing a receipt is generated by the till system, with only the handover done by a person.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Arranging refunds
This is reading one thing and writing another: refunds in, a record out. That is the shape today's tools are built for.
importance 85 · 7112/00Source: “Arrange refunds.” (UK task statement)
How this row was scored
Exposure score: 79 out of 100 (75–83 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Processing a refund is a rules-based transaction that systems already handle end to end.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Answering customers' general enquiries and providing relevant information
This is reading one thing and writing another: customers' general enquiries in, a record out. That is the shape today's tools are built for.
importance 80 · 7112/00Source: “Answer customers' general enquiries and provide relevant information.” (UK task statement)
How this row was scored
Exposure score: 79 out of 100 (75–83 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Answering general enquiries with standard information is what automated assistants now do reliably.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Calculating total payments received during a time period
This is reading one thing and writing another: total payments received during a time period in, a record out. That is the shape today's tools are built for.
importance 80 · 7112/00Source: “Calculate total payments received during a time period, and reconcile this with total sales.” (UK task statement)
How this row was scored
Exposure score: 69 out of 100 (65–73 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Adding up payments received and matching them against sales is straightforward number work done from records.
The five ratings: output a model can produce 4/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Changing shape
3 tasksTasks where the machine takes the producing and a person keeps the checking, the deciding, or the answering-for-it. For most jobs this is the biggest group, and it is where "transformation, not termination" is literally visible.
Tabulating bills using calculators, tills or optical price scanners
The software now makes the first pass at bills, but part of it still happens in the physical world. So the job becomes checking and deciding rather than producing.
importance 80 · 7112/00Source: “Tabulate bills using calculators, tills, or optical price scanners.” (UK task statement)
How this row was scored
Exposure score: 46 out of 100 (39–53 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Totalling a bill is automatic, though scanning and handling the items is done by a person.
The five ratings: output a model can produce 4/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Assisting customers with enquiries or service needs
The software now makes the first pass at customers, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 75 · 7112/00Source: “Assist customers with enquiries or service needs.” (UK task statement)
How this row was scored
Exposure score: 48 out of 100 (41–55 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Much customer help can be automated, though some of it means dealing with people at the venue.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Reporting any price discrepancies
The software now makes the first pass at any price discrepancies, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 50 · 7112/00Source: “Report any price discrepancies.” (UK task statement)
How this row was scored
Exposure score: 56 out of 100 (49–63 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Spotting and reporting a price mismatch is a checking job that till systems can flag automatically.
The five ratings: output a model can produce 3/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Staying human
28 tasksTasks that stay with a person, because they happen in the physical world, because the rules need someone accountable, or because the value is that a specific person does them.
Collecting money from customers and give change
This work happens in the physical world: money, in a real place. Software cannot follow it there.
importance 95 · 7112/00Source: “Collect money from customers and give change.” (UK task statement)
How this row was scored
Exposure score: 12 out of 100 (5–19 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Handling cash needs someone at the till, though card and self-service payment already cover much of it.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Receiving payment by cash, cheque, credit cards, vouchers or directing debits
This work happens in the physical world: payment, in a real place. Software cannot follow it there.
importance 95 · 7112/00Source: “Receive payment by cash, cheque, credit cards, vouchers, or direct debits.” (UK task statement)
How this row was scored
Exposure score: 12 out of 100 (8–16 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Taking cash, cheques and cards at a counter means handling money and people in person.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Processing sales, exchanges and refunds in accordance with business policy
This work happens in the physical world: sales, exchanges and refunds, in a real place. Software cannot follow it there.
importance 90 · 7112/00Source: “Process sales, exchanges, and refunds in accordance with business policy.” (UK task statement)
How this row was scored
Exposure score: 12 out of 100 (5–19 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: The policy is easy to apply on paper, but transactions happen at the till with the customer.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Show the other 28 tasks
Providing information on company procedures or policies
shifting to AIThis is reading one thing and writing another: information in, a record out. That is the shape today's tools are built for.
importance 60 · 7112/00Source: “Provide information on company procedures or policies.” (UK task statement)
How this row was scored
Exposure score: 79 out of 100 (75–83 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Looking up and explaining company procedures is straightforward information work for AI.
The five ratings: output a model can produce 4/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Establishing prices of goods, services or admission
shifting to AIThis is reading one thing and writing another: prices of goods, services or admission in, a record out. That is the shape today's tools are built for.
importance 50 · 7112/00Source: “Establish prices of goods, services, or admission.” (UK task statement)
How this row was scored
Exposure score: 75 out of 100 (71–79 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Setting prices from costs, demand and competitor data is analysis software does well.
The five ratings: output a model can produce 3/4 · needs a body in a room 0/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Summarising recorded data to compile and maintain financial records
shifting to AIThis is reading one thing and writing another: recorded data in, a record out. That is the shape today's tools are built for.
importance 60 · 7112/00Source: “Summarise recorded data to compile and maintain financial records.” (UK task statement)
How this row was scored
Exposure score: 69 out of 100 (65–73 allowing for uncertainty): high exposure, high confidence.
Why it sits in this group: reading one thing and writing another; the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Turning till data into financial records is standard software work, apart from counting the actual cash.
The five ratings: output a model can produce 4/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Managing the stock replenishment system to maximise product availability and driving sales
staying humanThis work happens in the physical world: the stock replenishment system, in a real place. Software cannot follow it there.
importance 50 · 7112/00Source: “Manage the stock replenishment system to maximise product availability and drive sales.” (UK task statement)
How this row was scored
Exposure score: 38 out of 100 (31–45 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Ordering and availability can be worked out by software, but the shelves still get filled by hand.
The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Processing returns and exchanges of goods
staying humanThis work happens in the physical world: returns, in a real place. Software cannot follow it there.
importance 85 · 7112/00Source: “Process returns and exchanges of goods.” (UK task statement)
How this row was scored
Exposure score: 32 out of 100 (25–39 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: The paperwork side is automatic, but taking goods back means someone receiving and checking them.
The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Resolving enquiries and complaints, reporting outcomes
staying humanThis work happens in the physical world: enquiries, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Resolve enquiries and complaints, reporting outcomes as necessary.” (UK task statement)
How this row was scored
Exposure score: 26 out of 100 (19–33 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Standard replies are easy to draft, though upset customers are usually calmed by a person in front of them.
The five ratings: output a model can produce 3/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Utilising systems, equipment and technology to meet customer needs
staying humanThis work happens in the physical world: systems, equipment and technology, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Utilise systems, equipment, and technology to meet customer needs.” (UK task statement)
How this row was scored
Exposure score: 24 out of 100 (17–31 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Some of this is screen work, but much of it means operating tills and scanners in the shop.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Identifying customer needs and offering suitable services and products
staying humanThis work happens in the physical world: customer needs, in a real place. Software cannot follow it there.
importance 60 · 7112/00Source: “Identify customer needs and offer suitable services and products.” (UK task statement)
How this row was scored
Exposure score: 20 out of 100 (13–27 allowing for uncertainty): low exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Working out what a shopper wants usually happens face to face, though online tools already suggest products well.
The five ratings: output a model can produce 2/4 · needs a body in a room 2/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Pricing stock and labelling items for sale
staying humanThis work happens in the physical world: stock, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Price stock and label items for sale.” (UK task statement)
How this row was scored
Exposure score: 14 out of 100 (10–18 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Working out prices is easy for software, but labels have to be put on the goods by hand.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Changing promotions and displays according to seasonality and product launches
staying humanThis work happens in the physical world: promotions, in a real place. Software cannot follow it there.
importance 50 · 7112/00Source: “Change promotions and displays according to seasonality and product launches.” (UK task statement)
How this row was scored
Exposure score: 14 out of 100 (10–18 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Changing displays means physically moving stock and signage around the shop.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Selling and checking tickets
staying humanThis work happens in the physical world: tickets, in a real place. Software cannot follow it there.
importance 60 · 7112/00Source: “Sell and check tickets.” (UK task statement)
How this row was scored
Exposure score: 12 out of 100 (8–16 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch; work that happens in the physical world.
The rating behind it: Selling tickets at a counter and checking them at the door means being there in person.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Counting money and audit cash drawers at the end of shifts
staying humanThis work happens in the physical world: money, in a real place. Software cannot follow it there.
importance 80 · 7112/00Source: “Count money and audit cash drawers at the end of shifts.” (UK task statement)
How this row was scored
Exposure score: 10 out of 100 (6–14 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Counting cash means handling notes and coins, even though the totals are then typed up.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Engaging in promotional activities to boost sales
staying humanThis work happens in the physical world: promotional activities, in a real place. Software cannot follow it there.
importance 60 · 7112/00Source: “Engage in promotional activities to boost sales.” (UK task statement)
How this row was scored
Exposure score: 10 out of 100 (3–17 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: In-store promotions mean setting things up and talking to shoppers where they are.
The five ratings: output a model can produce 2/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Assisting customers in finding product locations
staying humanThis work happens in the physical world: customers, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Assist customers in finding product locations.” (UK task statement)
How this row was scored
Exposure score: 7 out of 100 (3–11 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Pointing a customer to the right aisle happens on the shop floor, with the assistant walking them there.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Monitoring checkout stations to ensure they have adequate cash available and are staffed appropriately
staying humanThis work happens in the physical world: checkout stations, in a real place. Software cannot follow it there.
importance 60 · 7112/00Source: “Monitor checkout stations to ensure they have adequate cash available and are staffed appropriately.” (UK task statement)
How this row was scored
Exposure score: 7 out of 100 (0–14 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Keeping an eye on registers and staffing levels means walking the front of the store and watching what happens.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Selling various merchandise items to retail customers
staying humanThis work happens in the physical world: various merchandise items, in a real place. Software cannot follow it there.
importance 50 · 7112/00Source: “Sell various merchandise items to retail customers.” (UK task statement)
How this row was scored
Exposure score: 7 out of 100 (0–14 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Serving customers on the shop floor means being there with them.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 3/4.
Participating in team development activities to achieve business objectives
staying humanThis work happens in the physical world: team development activities, in a real place. Software cannot follow it there.
importance 50 · 7112/00Source: “Participate in team development activities to achieve business objectives.” (UK task statement)
How this row was scored
Exposure score: 6 out of 100 (0–13 allowing for uncertainty): minimal exposure, medium confidence.
Why it sits in this group: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Team sessions happen in person and depend on people taking part.
The five ratings: output a model can produce 1/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Providing on-the-job training to staff members to improve proficiency
staying humanThis work happens in the physical world: on-the-job, in a real place. Software cannot follow it there.
importance 50 · 7112/00Source: “Provide on-the-job training to staff members to improve proficiency.” (UK task statement)
How this row was scored
Exposure score: 2 out of 100 (0–6 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: On-the-job training means standing alongside someone at the work and showing them how it is done.
The five ratings: output a model can produce 0/4 · needs a body in a room 3/4 · needs an accountable person 0/4 · needs to be trusted in the moment 3/4 · how much data exists 2/4.
Assisting in completing customer purchase transactions at the checkout
staying humanThis work happens in the physical world: completing customer purchase transactions, in a real place. Software cannot follow it there.
importance 90 · 7112/00Source: “Assist in completing customer purchase transactions at the checkout.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Serving a customer at the till means being at the till with the goods and the customer.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Counting banknotes and coins for cash handling operations
staying humanThis work happens in the physical world: banknotes, in a real place. Software cannot follow it there.
importance 85 · 7112/00Source: “Count banknotes and coins for cash handling operations.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Counting banknotes and coins means physically handling the money.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Packing customer purchases in bags or cartons
staying humanThis work happens in the physical world: customer purchases, in a real place. Software cannot follow it there.
importance 85 · 7112/00Source: “Pack customer purchases in bags or cartons.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Packing bags and boxes requires hands.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Maintaining clean and orderly till areas
staying humanThis work happens in the physical world: clean, in a real place. Software cannot follow it there.
importance 80 · 7112/00Source: “Maintain clean and orderly till areas.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Keeping the till area clean and tidy is physical work in the space itself.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Greeting guests entering the retail store
staying humanThis work happens in the physical world: guests entering the retail store, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Greet guests entering the retail store.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world; the value is that a specific person does it.
The rating behind it: Greeting people as they walk in requires someone standing in the shop.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 2/4 · how much data exists 2/4.
Offering customers take-away service at the completion of transactions
staying humanThis work happens in the physical world: customers take-away service, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Offer customers take-away service at the completion of transactions.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Carrying goods out for a customer is physical help that has to happen in the shop.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 1/4 · how much data exists 2/4.
Stocking shelves with products
staying humanThis work happens in the physical world: shelves, in a real place. Software cannot follow it there.
importance 70 · 7112/00Source: “Stock shelves with products.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Filling shelves is physical work.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Cashing cheques for retail customers
staying humanThis work happens in the physical world: cheques, in a real place. Software cannot follow it there.
importance 60 · 7112/00Source: “Cash cheques for retail customers.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: the same decision, made over and over; work that happens in the physical world.
The rating behind it: Cashing a cheque means handling the cheque and passing money across the counter.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 1/4 · needs to be trusted in the moment 1/4 · how much data exists 3/4.
Packaging retail items for delivery
staying humanThis work happens in the physical world: retail items, in a real place. Software cannot follow it there.
importance 60 · 7112/00Source: “Package retail items for delivery.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Wrapping and boxing goods for delivery is hands-on work.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Switching equipment on or off to start or end a shift
staying humanThis work happens in the physical world: equipment, in a real place. Software cannot follow it there.
importance 50 · 7112/00Source: “Switch equipment on or off to start or end a shift.” (UK task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Switching equipment on and off means being there to press the switch.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
What this job pays, and how many people do it
- Median pay
- £24,600a year, before tax, the middle of the range, so half earn more and half earn less.ashe-t14, 2025 · ASHE 2025 provisional (reference April 2025)Provisional, because the ONS revises this figure in the autumn.
How we know this
Source: ashe-t14
Reference period: ASHE 2025 provisional (reference April 2025)
Rounding: Shown to the nearest £100. The exact published figure is in the downloadable dataset. We do not render pounds the survey cannot support.
- People doing this job
- 134,600in the UK, 2026.nomis-aps · Apr 2025-Mar 2026 (latest APS 12-month period)This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.
What is deliberately not here: a forecast of how many of these jobs exist in ten years. Where an official projection exists for a market we publish it with its vintage; where it does not, we leave the space empty rather than borrow the other country’s number.
Why this is shifting
The reason is boringly specific. Most of what is shifting here is reading one thing and writing another: receipts in, a record out. The rows above are exactly that shape: issuing receipts and arranging refunds. What it cannot do is be there in the room, and that is still where completing customer purchase transactions get done. Which is why this page talks about your tasks changing, not your job ending.
Your move
Over a pint: what I’d tell you if you were my friend
Start with what does not change: assisting in completing customer purchase transactions at the checkout is the middle of this job, and the evidence on this page says it stays with a person.
So, given all that: 19% of this job's task weight sits in rows the software is already learning, 8% in rows that change shape rather than disappear, and 73% in rows it is nowhere near. That is the position, measured across 38 scored tasks. It is not a forecast about you.
So the thing worth your attention is not the job going away. It is the layer around it. Issuing receipts is the part turning into software, and being the person who understands that layer is worth money.
This week: one thing
Ask the one question. Find whoever is bringing new software into your workplace (the manager, the office, whoever runs the system) and ask them what it is meant to do to receipts, and what it is not meant to touch. Ten minutes, this week, before anyone decides it for you.
- What you end up holding
- a straight answer about what is actually being rolled out, and when
- How long it takes
- ten minutes
If there’s nobody obvious to ask, or you’d rather not ask your manager: Put the same question to your union rep, your shift lead or the person who has been there longest, in person, over a break. Same ten minutes, same answer, and you will usually get a straighter one. Write down what they say. The note is the artifact, and it tells you whether completing customer purchase transactions are in scope or not. Nothing to log into, no licence needed.
Over the next 90 days
Get inside the tool rollout rather than waiting for it. Over the next ninety days, ask to be in the group that tests, checks or signs off whatever new system arrives near tabulating bills using calculators, tills or optical price scanners. It is usually an unglamorous seat that nobody fights for, and it is the one that decides how the software is used on your job rather than to it.
Over the next 12 months
On this evidence I would not retrain out of this job, and I will say that plainly rather than hedge it. The task list here is dominated by work that stays with a person. What I would do with a year is get formally recognised for the layer around it (the systems, the compliance, the planning), so you are the one who understands the software instead of the one it is done to. Before you pay for anything, spend an hour with National Careers Service. It is free and government-funded, and it is listed below with the rest of the free routes.
The roads out of here, and why I am not sending you down them
I looked at the obvious moves out of this job, and here is what I found.
I checked the 12 nearest UK occupations to retail cashiers and check-out operators (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was sales and retail assistants: only about 30% of its durable work is work you already do. And on the numbers you do not need one. This job scores 26/100 here, with only 19% of the task list in the top band, and “collect money from customers and give change” is not work that hands over cleanly. None of them beats deepening what you already have.
How that was checked: this job was compared against all 412 UK occupations in this release on their official task statements, and the 12 nearest were examined one by one. A move that turns on an industry, an employer or a qualification rather than on the work itself will not show up in a check like that. And this release carries no licence register, so anything you are weighing needs that looked up separately.
3 moves I checked and rejected
These are the obvious-looking jumps. They are here with their reasons rather than quietly dropped, because the ones that fail are worth knowing about. It is one less thing to turn over at night.
Sales and retail assistants
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “pack customer purchases in bags or cartons”. Across the whole of both lists that adds up to about 30% of the work in that job the software is not taking.
Why I am not recommending it: It is closer than most, and still not close enough: about 30% of that job's durable work is already yours, against the 35% I want to see before I will call something a route.
Financial administrative occupations n.e.c.
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “count banknotes and coins for cash handling operations”. Across the whole of both lists that adds up to about 24% of the work in that job the software is not taking.
Why I am not recommending it: You would be starting most of it from nothing: about 24% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on. I will not move you off one melting floe onto another: 58% of its own task list already scores in the top exposure band (62/100 in this release), so the same software is eating it.
Sales supervisors - retail and wholesale
Why it looked obvious: It came up as a near neighbour because one of your tasks is on their list in the same words: “identify customer needs and offer suitable services and products”. Across the whole of both lists that adds up to about 12% of the work in that job the software is not taking.
Why I am not recommending it: You would be starting most of it from nothing: about 12% of the durable work in that job is work you do today, and the rest you would be learning while the bills carried on.
What I’d stop worrying about
A friend tells you what not to spend fear on. This is that list.
The headline number you read somewhere
The big “X% of jobs” figures are about the whole economy, not about you. The number that describes your job is on this page: 19% of its task weight, across 38 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.
The headlines about your trade disappearing
They are usually about the technology, not the timetable. Changes to work like assisting in completing customer purchase transactions at the checkout arrive through rules, insurance and money, slowly and visibly. This page tracks the task evidence and will move when it moves.
Retraining out of a job that is holding up
On this evidence I would not spend money leaving. Spend it on the layer around the job instead: the tools, the paperwork, the planning. That is where the change actually is.
The “obvious” next job everyone suggests
I checked the obvious moves and most of them did not survive. The reasons are printed with the routes above, including the pay and the gate. A move that fails on the numbers is worth knowing about so you can stop turning it over at night.
You are reading the United Kingdom figures
The United States splits this work across more than one official group, of which Cashiers is the closest. The pay and employment figures are not directly comparable, and we do not average them together.
Switch to the United States page →partial match
The other groups this work is counted across:
In US official statistics this job is counted as Cashiers, Gambling Change Persons and Booth Cashiers and Automotive and Watercraft Service Attendants. Pay is shown separately for each of those groups (medians cannot be averaged together), while the task list and the scores on this page are for this group only.
Your route through this
Where to go next, and what it costs
Free, and complete
The moves above cost nothing. These are the real services that go with them: public, government-funded, and free at the point of use. Nothing on this page is behind an email address or a payment.
In England:
A free hour with a government-funded careers adviser is worth more than another evening of reading. In England that's the National Careers Service.
Free, government-funded
In England:
National Careers Service - Find a course
Search what's actually running near you before you spend anything.
Free to search; individual courses vary
In England:
Free courses for jobs (Level 3 qualifications)
A free Level 3 qualification you already qualify for beats a paid course you don't need.
Free for eligible adults
In England:
Free, up to 16 weeks, and you get a job interview at the end. In England these are Skills Bootcamps - search what's running near you.
Free for eligible adults in England
In Scotland:
My World of Work (Skills Development Scotland)
In Scotland it's My World of Work, from Skills Development Scotland.
Free, publicly funded
In Wales:
In Wales it's Careers Wales.
Free, Welsh Government-funded
In Northern Ireland:
Careers Service Northern Ireland
In Northern Ireland it's the Careers Service on nidirect.
Free, Department for the Economy-funded
No Space for this job, but one for what is happening to it
Nothing Collab365 runs is built for retail cashiers / check-out operators, and we are not going to point you at the nearest one and call it a fit.
There is one that is not about a job title at all. The AI Authority is about being the person who directs these tools at work rather than the person they get compared to. That is worth saying here, because 19% of the work on this page is already inside what they can do.
7 days free, no card needed. Explore up to 2 Spaces before you choose a plan: you pick a plan later, not now.
The AI Authority is a general community about working with AI, not a course for retail cashiers / check-out operators. You do not need it to act on anything here: the moves above cost nothing and stand on their own. The data on this page is the same either way.
Noted, and thank you. We’ll email you if a Space for retail cashiers / check-out operators launches. Nothing else.
That did not look like an email address, so nothing was saved. Have another go below.
We could not save that. The fault is ours, not yours, and your address was not stored. Please try again later.
No deadline on any of this. The page will still be here, and the data is refreshed on a published schedule rather than when someone wants a headline.
Questions people ask about this job
- Will AI replace Retail cashiers and check-out operators?
- Not as a job, but it is already doing parts of the work. Across the 38 official task statements scored for Retail cashiers and check-out operators (United Kingdom, SOC 7112), 19% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 26 out of 100 (range 22–31, band: low). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.
- Which tasks in “Retail cashiers and check-out operators” can AI already do?
- The highest-scoring tasks in release 2026-q4.1 are: “Issue receipts” (93/100, very high); “Arrange refunds” (79/100, high); “Answer customers' general enquiries and provide relevant information” (79/100, high). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
- Which tasks in “Retail cashiers and check-out operators” stay human?
- About 73% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Switch equipment on or off to start or end a shift” (0/100, minimal); “Package retail items for delivery” (0/100, minimal); “Cash cheques for retail customers” (0/100, minimal). Low scores usually mean the task needs a body in a room, a legally accountable human, or trust built in real time. Those are the three things the scoring rubric treats as gates rather than obstacles.
- What should someone working in “Retail cashiers and check-out operators” do about AI?
- Start from the ledger rather than the headline: 19% of this job's weighted core work is exposed, and roughly 73% is not. The practical move is to spend more of your week on the tasks that score low, the ones above, and to get fluent at directing AI through the tasks that score high, because those are the parts that change whether or not you are ready for them. This page does not predict your job, and nothing here is career advice tailored to you: the score describes the occupation, not the person.
- How is the AI exposure score for Retail cashiers and check-out operators calculated?
- Each official task statement for the occupation is rated on five published 0–4 dimensions (output replicability, physical embodiment, licensed accountability, real-time human trust, and data availability) by claude-opus-5 using scoring prompt task_scoring_v1.0. The model never writes the score; a published formula turns the five ratings into a 0–100 number, so every score can be recomputed by hand. The occupation figure is the importance-weighted mean across 38 scored tasks. The prompt, the rubric, the formula and the full dataset are published at https://futureproof.collab365.com/method and https://futureproof.collab365.com/data/2026-q4.1 under CC BY 4.0.
Where these numbers come from
About the data on this page
- Provisional, because the ONS revises this figure in the autumn.
- This headcount comes from a survey, not a census, so treat it as a good estimate rather than an exact count.
- The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
- 25 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
- Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.
- Task statements
- gaisi-indexProcessing: catalogue-bridge → ssc-relatedness-weighting → task-scoring → score-aggregation
- Task weights
- gaisi-index (relatedness)
- Scores
- Rubric task_scoring_v1.0, model claude-opus-5, computed 2026-08-05.
- Pay and employment
- ashe-t14 (ASHE 2025 provisional (reference April 2025))nomis-aps (Apr 2025-Mar 2026 (latest APS 12-month period))
Figures on this page come from release 2026-q4.1, published 2026-08-05. Every release keeps its own permanent address, so a figure you cite in March is still there, unchanged, in November.
The plain-English wording on this page is assembled directly from the task statements and the published ratings, not written by hand for this occupation. That is why it is specific, and it is also why we say so.
The routes and free resources further up are today’s, not the release’s (last reviewed 2026-08-05). A route is an offer, not a historical fact, so it moves on its own clock.
Using these figures?
Cite this
Everything on this site is published under CC BY 4.0. Quote it, chart it, sell something built on it. Just say where it came from, and cite the dated release rather than the site, so the figure you quote stays checkable.
Plain text
Collab365 (2026). Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1 (methodVersion 2.0.0, promptVersion task_scoring_v1.0). https://futureproof.collab365.com/data/2026-q4.1. Licensed CC BY 4.0. Built with O*NET data (USDOL/ETA, CC BY 4.0); ONS data (Open Government Licence v3.0); GAISI task framework (arXiv:2507.22748, MIT); BLS data (public domain).
BibTeX
@misc{collab365futureproof2026q41,
title = {Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1},
author = {{Collab365}},
year = {2026},
url = {https://futureproof.collab365.com/data/2026-q4.1},
note = {Release 2026-q4.1, methodVersion 2.0.0, promptVersion task_scoring_v1.0, CC BY 4.0}
}Data as of release 2026-q4.1, published . Releases never change after publication; when the figures move, a new dated release is published beside this one and this one stays exactly where it is.