{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/locker-room-coatroom-and-dressing-room-attendants/",
  "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": "Locker Room, Coatroom, and Dressing Room Attendants",
    "soc_code": "39-3093",
    "category": "Personal Care",
    "us_employment": 15560,
    "median_annual_wage": 36300
  },
  "verdict": "EXPOSED",
  "risk_resistance": 40,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 13,
    "embodiment": 16,
    "liability_shield": 1,
    "trust_premium": 7,
    "judgment_accountability": 3
  },
  "reasoning": {
    "task_resistance": "Retrieving one member's suit from a 400-hanger rack, fitting a wet towel bin, and spotting a non-member wandering the sauna are all tasks no current system does — but issuing lockers, tracking claim tickets, and taking payment are already handled by RFID wristbands and automated carousels in newer venues, which is what pulls this to 13 rather than the high teens.",
    "embodiment": "You are on your feet for a full shift in steam, standing water, and tile, lifting laundry bags, restocking amenities on high shelves, and reaching into stalls and lockers — an unstructured, wet, humid space with people undressing in it, which is about as far from a controlled workcell as service work gets; it stops short of 20 only because the space is indoors, mapped, and never involves vehicles or weather.",
    "liability_shield": "No state licenses coatroom or locker room attendants, no exam or continuing education exists, and when a coat goes missing the venue's posted liability limit or its insurer pays — not you, so there is no statutory body that would have to be rewritten before the job is replaced by a carousel.",
    "trust_premium": "Regulars at a country club or athletic club learn your name and you learn who takes the corner locker and who wants extra towels, and that familiarity is why some private clubs keep the post — but the guest came for the gym or the show, not for you, and most venues rotate attendants without a single complaint, which caps it at 7.",
    "judgment_accountability": "The decisions are bounded and scripted: match ticket to garment, refer lost-property claims to a manager, call security rather than confront someone yourself, follow the venue's cleaning schedule — nothing you decide in a shift carries consequences that outlast it."
  },
  "rationale": "Almost nothing in this job is text or screen work: you hand out towels and lockers, hang and retrieve coats, stock supplies, wipe down benches and showers, and keep an eye on who belongs in the room. Language AI can't touch that, and today's robotics can't navigate a wet locker room or find a specific garment on a crowded rack. The real threat isn't AI — it's self-service RFID lockers, automated coat-check carousels, and clubs and venues cutting the position entirely to save labor cost.",
  "outlook": "The work itself resists AI completely, but headcount keeps shrinking as venues install self-service lockers and fold the duties into front-desk or housekeeping roles — expect fewer dedicated attendant jobs, concentrated in premium clubs, spas, and theaters.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "trust_premium",
        "change": "High-end venues (private golf clubs, luxury hotel spas, theater subscription tiers) marketing attended coat-check and locker service as a named amenity, the way concierge and valet parking survived automation; visible signal would be club dues structures or spa pricing that itemize attended locker room service, or hotel brand standards (e.g., Forbes Travel Guide five-star inspection criteria) requiring a staffed attendant in the spa locker area",
        "plausibility": "already happening",
        "would_add": 4
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formal designation of locker room attendants as safeguarding/observation staff under youth-athletics and gym abuse-prevention rules — e.g., state laws following the USA Gymnastics/Nassar reforms and SafeSport requirements that adult supervision be present in changing areas used by minors, making the attendant the person accountable for who enters and for reporting",
        "plausibility": "plausible",
        "would_add": 5
      },
      {
        "dimension": "embodiment",
        "change": "Nothing raises this by policy, but wet-floor slip liability and locker-room privacy rules that bar cameras and mobile robots from changing areas keep the work physically human-only; a state health-club code explicitly prohibiting recording devices or autonomous machines in changing rooms would harden it",
        "plausibility": "plausible",
        "would_add": 2
      },
      {
        "dimension": "task_resistance",
        "change": "Task-mix shift if RFID self-service lockers and coat carousels absorb the handout/retrieval tier: the remaining role becomes exception handling — lost property claims, intoxicated or distressed patrons, minors, disability assistance, incident documentation. Watch for job postings retitled to 'locker room supervisor' or 'spa attendant/host' with lost-and-found and incident-report duties",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "liability_shield",
        "change": "A narrow route only: a state or municipal bailment/lost-property ordinance (or venue insurer requirement) conditioning a venue's liability cap for checked property on a named human attendant logging and signing for items, as some bailment case law already distinguishes attended from unattended checkrooms",
        "plausibility": "unlikely",
        "would_add": 3
      }
    ],
    "ceiling_note": "Even with every lever, this stays a low-scoring occupation. There is no license, no personal liability, and the displacement pressure is a capital-for-labor swap by venue operators, not model capability — so improvements in AI barely move it and cost-cutting moves it a lot. Realistic ceiling is roughly the mid-50s, and it would be concentrated in luxury and youth-supervision settings rather than across the 15,560 workers."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 17950,
        "wage": 22830
      },
      {
        "y": 2018,
        "emp": 17610,
        "wage": 24030
      },
      {
        "y": 2019,
        "emp": 15990,
        "wage": 25110
      },
      {
        "y": 2020,
        "emp": 11530,
        "wage": 26700
      },
      {
        "y": 2021,
        "emp": 9670,
        "wage": 28570
      },
      {
        "y": 2022,
        "emp": 12130,
        "wage": 30210
      },
      {
        "y": 2023,
        "emp": 14720,
        "wage": 33450
      },
      {
        "y": 2024,
        "emp": 14960,
        "wage": 34800
      },
      {
        "y": 2025,
        "emp": 15560,
        "wage": 36300
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": -13.3,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [
    {
      "slug": "orderlies",
      "title": "Orderlies",
      "verdict": "EXPOSED",
      "risk_resistance": 56,
      "median_wage": 38290,
      "overlap": 85,
      "skills_to_close": [
        "Troubleshooting",
        "Systems Analysis",
        "Learning Strategies",
        "Quality Control Analysis"
      ]
    },
    {
      "slug": "maids-and-housekeeping-cleaners",
      "title": "Maids and Housekeeping Cleaners",
      "verdict": "EXPOSED",
      "risk_resistance": 54,
      "median_wage": 35510,
      "overlap": 82,
      "skills_to_close": [
        "Systems Analysis",
        "Troubleshooting",
        "Quality Control Analysis",
        "Learning Strategies"
      ]
    },
    {
      "slug": "cooks-restaurant",
      "title": "Cooks, Restaurant",
      "verdict": "EXPOSED",
      "risk_resistance": 57,
      "median_wage": 37390,
      "overlap": 75,
      "skills_to_close": [
        "Systems Analysis",
        "Quality Control Analysis",
        "Management of Financial Resources",
        "Operations Monitoring"
      ]
    }
  ],
  "license": "https://cookedindex.com/terms"
}