EXPOSED
The floor work — greeting customers, pulling sizes, demonstrating a product, cleaning and facing shelves, ringing up and processing returns — is physical and happens in a messy public space that robots handle poorly, which is the main thing holding this job in place. But the informational half of the job (product comparisons, availability lookups, recommendations, upsell scripting) is already what search, chatbots and app-based assistants do, and the real pressure on headcount comes from e-commerce, self-checkout and scan-and-go rather than from AI replacing a salesperson one-for-one. There is no license, no sign-off, and little consequential discretion, so nothing shields the routine tier.
Mixed — a routine tier and a judgment tier. Half the shift can't be scripted away — unboxing and steaming a garment, walking a customer to aisle 12, fitting a shoe, clearing a jammed register, recovering a ransacked display — but the part customers actually ask for, "which of these two TVs is better and do you have it in stock," is already answered by the phone in their hand, which is why this sits at 10 rather than in the resistant teens.
Hands-on in uncontrolled environments. The work is on your feet for a full shift moving real merchandise — reaching stock, hauling boxes from the back, dressing mannequins, handling a public floor where spills, crowds and shoplifters change conditions minute to minute — but it's still an enclosed, lit, mapped building rather than a roof or a roadside, which puts it at the bottom edge of the hands-on band instead of the top.
No licence, no signature requirement. There is no state licence, no continuing-education requirement and no exam to sell a sofa or a sweater; the store's corporate entity carries the consumer-protection and warranty exposure, and the only credential in play is a company POS training module, so there is effectively nothing personal standing between you and a staffing decision.
Some relationship component. Regulars who ask for you by name at a jewelry counter, a paint desk or a men's suiting department are real and are the reason this isn't a 3 — clienteling books and commission structures exist because that repeat relationship converts — but most transactions are with a stranger who compared prices online first and would have bought the same item from whoever was standing there.
Executes defined procedures on defined inputs. Discounts, price matches, return exceptions and holds run off a written policy with a manager override for anything outside it, and the daily calls — which size to suggest, whether to open a new register — are reversible within minutes, so the 4 reflects the small real latitude on the floor rather than any authority over consequential outcomes.
Target · Costco · German grocery retailer (Diebold Nixdorf customer)
MJBizDaily reports that California cannabis regulators approved the use of self-checkout systems at a licensed cannabis retailer.
New York Post reports a New York state legislative proposal that would require retailers to give shoppers a 10% discount for using self-checkout.
Retail Customer Experience reports that shoppers are observing Costco moving from self-checkout terminals to scan-and-go mobile checkout in stores.
The New York Post reports that Democratic members of the New York City Council have proposed legislation to restrict supermarket self-checkout operations.
Progressive Grocer reports the city of Costa Mesa passed an ordinance requiring minimum staffing levels around self-checkout at grocery stores and pharmacies.
The Los Angeles Times reports that Costa Mesa is considering an ordinance to regulate self-checkout lanes in grocery stores and pharmacies, including staffing requirements.
Has AI actually changed your work?