{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/animal-control-workers/", "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 Control Workers", "soc_code": "33-9011", "category": "Protective Service", "us_employment": 12070, "median_annual_wage": 45660 }, "verdict": "SAFE", "risk_resistance": 69, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 16, "embodiment": 19, "liability_shield": 10, "trust_premium": 11, "judgment_accountability": 13 }, "reasoning": { "task_resistance": "Noosing a fear-biting stray from under a porch, sweeping a hoarding house for 40 cats while judging which are salvageable, and setting a leg-hold trap for a coyote that has learned the neighborhood are the actual shift — the digitizable slice is limited to the citation forms, bite-report entry and impound records you finish after the truck is back.", "embodiment": "You work at 2am on a shoulder of a state highway, in crawlspaces, in urine-soaked living rooms, hauling a 90-pound dog into a truck box, with rabies exposure and dog bites as routine occupational injuries; the only reason this is 19 and not 20 is the dispatch radio and report writing that happen sitting down.", "liability_shield": "Most states require euthanasia certification and chemical-capture/NACA training, and in many jurisdictions you carry limited peace-officer authority to issue citations and swear complaints — but the licence is a training credential, not a professional licence you can lose your livelihood over, and the city attorney and department, not you, defend the seizure in court.", "trust_premium": "Repeat calls to the same hoarder, the same barking-dog neighbor feud, and the same rural property mean owners either surrender voluntarily to you or fight the department for months, and cruelty cases stand or fall on whether a jury believes the officer on the stand — but the public who never calls you doesn't know your name, which caps this below the relationship-is-the-product tier.", "judgment_accountability": "You decide on the doorstep whether an animal is a dangerous-dog seizure or a warning, whether a dog is in immediate distress justifying warrantless entry under state cruelty statutes, and whether a suffering animal is euthanized on scene — real discretion with due-process and Fourth Amendment consequences, though state cruelty codes, quarantine schedules and department policy set the frame around those calls." }, "rationale": "The core of this job is catching a frightened loose dog in traffic, entering a hoarding house, restraining an injured raccoon, and reading a tense doorstep conversation with an owner — none of which robotics or language models can touch. AI will absorb the paperwork tier: citation drafting, cruelty case narratives, license records, call triage and dispatch routing. The exposure is not automation but municipal budgets, which already keep this occupation small and understaffed.", "outlook": "Headcount stays flat and budget-bound, but the fieldwork itself is essentially unautomatable — expect AI to eat the report writing while the truck, the catch pole, and the court date stay yours.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "State-level mandatory certification for animal control officers with statutory authority to seize animals and sign sworn cruelty affidavits — e.g. expansion of the NACA/state ACO certification regimes (Illinois, Florida, Ohio already have training mandates) into a licensure model where only the certified officer may execute a warrantless seizure or euthanasia decision, and is personally named in the case file. Rabies-exposure quarantine and euthanasia orders already require a named officer or veterinarian signature in most state health codes; tightening that to bar AI-generated determinations without officer countersignature would harden the shield.", "plausibility": "plausible", "would_add": 4 }, { "dimension": "judgment_accountability", "change": "Post-incident litigation and consent-decree pressure on municipal seizure decisions (Fourth Amendment claims over animal seizures, dangerous-dog determination appeals) pushing cities to formally vest the seize/no-seize and dangerous-dog designation call in a named officer with documented reasoning, rather than treating it as a dispatch outcome. Also body-camera adoption spreading from police to ACOs, which makes the officer's on-scene call reviewable and therefore owned.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "task_resistance", "change": "Task-mix shift: this occupation has a genuine two-tier structure. If dispatch triage, citation drafting, cruelty-narrative writing, license/rabies-tag records and public inquiry response are absorbed by municipal AI systems, the residual day is almost entirely field capture, hoarding-house entry, owner confrontation and court testimony — raising the share of work AI cannot do. Note the risk: the same shift lets a city cut headcount while raising per-worker resistance.", "plausibility": "already happening", "would_add": 2 }, { "dimension": "trust_premium", "change": "Weak but real route: if humane societies and SPCAs contracting with cities market officer-delivered field response as a welfare guarantee (the shift away from 'dog catcher' toward community-support models, e.g. Human Animal Support Services network), residents and donors may specifically fund human field officers over automated call handling. This is philanthropic and reputational, not a consumer premium, so the ceiling is low.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "Embodiment at 19 and task_resistance at 16 are near maximum; there is almost no headroom on the capability side. The binding constraint on this occupation is municipal appropriations, not AI, and no dimension in this register tracks budget. A high score here can coexist with the job count falling if cities consolidate animal control into police patrol or contract it out." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 12700, "wage": 35520 }, { "y": 2018, "emp": 12080, "wage": 36330 }, { "y": 2019, "emp": 11980, "wage": 37590 }, { "y": 2020, "emp": 11580, "wage": 38430 }, { "y": 2021, "emp": 11600, "wage": 39160 }, { "y": 2022, "emp": 11490, "wage": 39320 }, { "y": 2023, "emp": 11600, "wage": 43170 }, { "y": 2024, "emp": 11790, "wage": 45830 }, { "y": 2025, "emp": 12070, "wage": 45660 } ], "from": 2017, "to": 2025, "change_pct": -5, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [], "license": "https://cookedindex.com/terms" }