{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/cashiers/", "methodology": "https://cookedindex.com/methodology", "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.", "scored_at": "2026-08-11", "model": "claude-opus-5", "occupation": { "title": "Cashiers", "soc_code": "41-2011", "category": "Sales", "us_employment": 3089410, "median_annual_wage": 32880 }, "verdict": "COOKED", "risk_resistance": 23, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 5, "embodiment": 9, "liability_shield": 2, "trust_premium": 4, "judgment_accountability": 3 }, "reasoning": { "task_resistance": "Barcode scanning, cash tendering, card auth, coupon validation and receipt printing are already fully executed by self-checkout lanes and scan-and-go apps in tens of thousands of stores, leaving only ID checks, produce lookups and override keys as tasks a machine can't yet close — which is why this sits at 5 and not 0.", "embodiment": "You are on your feet at a fixed register handling physical goods, cash drawers, bags and jammed receipt printers, but the environment is a climate-controlled store aisle with predictable item flow, so it lands at 9 rather than the 15+ of a warehouse picker or delivery driver.", "liability_shield": "No state licence, no certification exam, no bond — the most a cashier carries is a store-issued alcohol/tobacco server permit in some states, and when a sale is voided or a drawer comes up short it's the retailer's loss and the manager's write-up, not your personal legal exposure.", "trust_premium": "Regulars at a small-town grocery or pharmacy front end do come back for a familiar face, and that repeat contact is why this isn't a 0, but the transaction closes the same whether you or the machine rings it and no customer selects a store by which cashier is on lane 4.", "judgment_accountability": "Price overrides, return approvals, coupon exceptions and refusing an underage sale are all governed by posted register limits and a manager key above a set dollar amount, so the discretion you exercise is bounded by policy rather than owned by you." }, "rationale": "Scanning items, tendering payment, applying coupons, and issuing receipts are already displaced at scale by self-checkout, scan-and-go apps, and computer-vision checkout — the automation here is kiosks and POS software, not frontier AI, and it has been rolling for a decade. What keeps cashier jobs alive is the physical store floor: bagging awkwardly, weighing produce, clearing register errors, checking IDs, deterring theft, and helping shoppers who won't or can't use a machine. That residual is real but shrinking, and it is increasingly bundled into a broader 'front-end associate' role covering self-checkout supervision, returns, and stocking.", "outlook": "Cashier headcount keeps declining steadily through the 2030s as self-checkout and app-based payment absorb transactions; the surviving jobs are fewer, broader front-end roles supervising machines and handling exceptions.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "Age-verification enforcement that requires an in-person licensed/trained human to visually confirm ID for alcohol, tobacco, vape and lottery sales — several states (e.g. Pennsylvania LCB rules, and TTB/state ABC audits) already bar unattended sale of these categories, and clerk-liability statutes make the individual personally citable. Expansion of these carve-outs to cover state cannabis retail, pseudoephedrine, and any new federal social-media/age-gating analogue in physical retail would harden a legally mandated human touchpoint at the front end.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "embodiment", "change": "If retail formats keep shifting weight toward fresh, prepared, and loose produce (weighing, code lookup, quality judgment) plus high-shrink locking cases requiring an associate to unlock and escort items, the residual physical share of the shift rises. Also: municipal self-checkout limits, like the failed California SB 1446 which would have capped self-checkout stations and barred them for alcohol, would force staffed lanes back into the floor plan.", "plausibility": "plausible", "would_add": 2 }, { "dimension": "task_resistance", "change": "Task-mix shift as the scan-and-tender tier disappears: what remains is self-checkout intervention (theft judgment, override, produce disputes), returns adjudication under vague policy, and de-escalation with angry customers. This is genuinely a second tier and it is what 'front-end associate' already means at Kroger and Walmart — but it also means fewer bodies, not more resistant ones.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Formal loss-prevention authority delegated to front-end associates — deciding whether to stop a suspected shoplifter, void a transaction, or waive a return — combined with employer policies that make the associate accountable for shrink at their station. Some chains already track per-associate override and shrink rates. Union contracts (UFCW) specifying that theft-stop decisions require a trained employee rather than an automated flag would formalize this.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "Even with every lever, this stays in the low-to-mid 30s. The displacement here is kiosks and cameras, not frontier AI, and it has already run for a decade — the levers slow headcount decline in specific store formats rather than restore the occupation. There is no realistic route to a trust premium: shoppers who prefer a human cashier do not pay more for one, and no retailer prices that preference. The likeliest path is not a higher-scoring cashier but the cashier title dissolving into a broader associate role." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 3564920, "wage": 21030 }, { "y": 2018, "emp": 3635550, "wage": 22430 }, { "y": 2019, "emp": 3596630, "wage": 23650 }, { "y": 2020, "emp": 3333100, "wage": 25020 }, { "y": 2021, "emp": 3318020, "wage": 27260 }, { "y": 2022, "emp": 3296040, "wage": 28240 }, { "y": 2023, "emp": 3298660, "wage": 29720 }, { "y": 2024, "emp": 3148030, "wage": 31190 }, { "y": 2025, "emp": 3089410, "wage": 32880 } ], "from": 2017, "to": 2025, "change_pct": -13.3, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "waiters-and-waitresses", "title": "Waiters and Waitresses", "verdict": "EXPOSED", "risk_resistance": 49, "median_wage": 35230, "overlap": 82, "skills_to_close": [ "Quality Control Analysis", "Service Orientation", "Complex Problem Solving", "Active Learning" ] }, { "slug": "dining-room-and-cafeteria-attendants-and-bartender-helpers", "title": "Dining Room and Cafeteria Attendants and Bartender Helpers", "verdict": "EXPOSED", "risk_resistance": 41, "median_wage": 33980, "overlap": 81, "skills_to_close": [ "Management of Material Resources", "Quality Control Analysis", "Troubleshooting", "Management of Financial Resources" ] }, { "slug": "cooks-fast-food", "title": "Cooks, Fast Food", "verdict": "EXPOSED", "risk_resistance": 35, "median_wage": 30890, "overlap": 80, "skills_to_close": [] } ], "license": "https://cookedindex.com/terms" }