{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/animal-caretakers/",
  "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": "Animal Caretakers",
    "soc_code": "39-2021",
    "category": "Personal Care",
    "us_employment": 266910,
    "median_annual_wage": 35360
  },
  "verdict": "EXPOSED",
  "risk_resistance": 59,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 16,
    "embodiment": 19,
    "liability_shield": 3,
    "trust_premium": 12,
    "judgment_accountability": 9
  },
  "reasoning": {
    "task_resistance": "Clipping the nails of a cat that has already bitten you, hosing out a run while three dogs bark at the gate, and spotting that the retriever in kennel 4 has stopped eating are tasks defined by improvisation on a live animal, which is why this sits at 16 rather than a perfect 20 — scheduling, feeding-chart tracking, and adoption write-ups are genuinely being taken over.",
    "embodiment": "You are lifting 60-pound dogs onto grooming tables, kneeling on wet concrete, absorbing scratches and kennel cough exposure, and working in barns and outdoor runs where footing and temperature change daily — near the ceiling because the animal itself is an unpredictable moving object, not a fixed workpiece.",
    "liability_shield": "No state requires a licence to bathe, board, or walk animals; the 3 reflects only that some employers ask for pet-first-aid or CPR cards and that veterinary tasks like injections must be handed off to a licensed vet or vet tech, so nothing in law reserves your work to you.",
    "trust_premium": "Owners hand over a family member and specifically request the caretaker who knows their dog's separation anxiety and the exact leash routine, which builds real repeat loyalty at boarding and daycare facilities — but at 12 rather than 15+ because shelter, kennel, and lab-animal roles are high-turnover and the animal, not you, is what the client is attached to.",
    "judgment_accountability": "You make the first call on whether lethargy or a hot spot warrants waking the vet, whether two dogs can share a play group, and when to pull an animal from the floor — real discretion with real consequences, but exercised inside written kennel protocols with a supervisor or veterinarian owning the final decision, which keeps it at 9."
  },
  "rationale": "Feeding, bathing, walking, restraining frightened animals, and scrubbing kennels are physical tasks in unpredictable environments that no current robot performs at cost — this is the strongest moat in the job. What AI does erode is the paperwork layer: booking, intake forms, care logs, behavior notes, adoption listings, and client update messages. There is no licensure floor and pay is near minimum wage, so the realistic pressure is wage compression and fewer front-desk hybrid roles, not the disappearance of the hands-on work.",
  "outlook": "The hands-on work stays human through the next decade; expect the administrative half of hybrid caretaker roles to be absorbed by software, pushing the job toward pure physical care and rewarding those with veterinary or grooming credentials.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "liability_shield",
        "change": "State kennel/boarding licensure laws that name a specific certified attendant-of-record per shift — e.g. New Jersey's post-2021 animal boarding rules and similar bills after high-profile boarding deaths — plus mandatory staff-to-animal ratios and certification (PACCC, or state animal control officer certification) written into county permits. This creates a named human whose signature and personal exposure attaches to each animal's daily care record.",
        "plausibility": "plausible",
        "would_add": 5
      },
      {
        "dimension": "trust_premium",
        "change": "Continued growth of premium in-home and small-cohort pet care (Rover/Wag-style but human-branded, 'no-kennel', live video check-ins with a named handler) where owners pay explicitly for one identified person rather than a facility. Already visible in pricing spreads between big-box boarding and independent sitters.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Task-mix shift plus formal escalation duty: as logging and scheduling automate, the remaining shift work is triage — recognizing bloat, heat stress, aggression escalation, or a declining animal and deciding to call the vet. If facility protocols or insurer requirements make that call a documented attendant decision (as many shelter medicine protocols now do), the role owns consequential ambiguous calls.",
        "plausibility": "plausible",
        "would_add": 4
      },
      {
        "dimension": "task_resistance",
        "change": "If the routine paperwork tier is fully absorbed, the residual job concentrates in behavioral handling of fearful/reactive animals and medication administration — work with no near-term robotic substitute. This raises the share of the day AI cannot touch without any new law.",
        "plausibility": "already happening",
        "would_add": 2
      }
    ],
    "ceiling_note": "Even with all levers, the binding constraint is wage, not displacement: no licensure regime yet contemplated would make this scarce labor, and low pay means employers have little incentive to buy automation. Score can rise to roughly the low 70s while pay stays near minimum."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2019,
        "emp": 212450,
        "wage": 24780
      },
      {
        "y": 2020,
        "emp": 193660,
        "wage": 26080
      },
      {
        "y": 2021,
        "emp": 225680,
        "wage": 28600
      },
      {
        "y": 2022,
        "emp": 256670,
        "wage": 29530
      },
      {
        "y": 2023,
        "emp": 268830,
        "wage": 31200
      },
      {
        "y": 2024,
        "emp": 277300,
        "wage": 33470
      },
      {
        "y": 2025,
        "emp": 266910,
        "wage": 35360
      }
    ],
    "from": 2019,
    "to": 2025,
    "change_pct": 25.6,
    "comparable_from": 2019,
    "spans_soc_revision": false
  },
  "pivots": [
    {
      "slug": "massage-therapists",
      "title": "Massage Therapists",
      "verdict": "SAFE",
      "risk_resistance": 76,
      "median_wage": 58450,
      "overlap": 67,
      "skills_to_close": [
        "Learning Strategies",
        "Speaking",
        "Active Learning",
        "Active Listening"
      ]
    }
  ],
  "license": "https://cookedindex.com/terms"
}