{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/public-safety-telecommunicators/",
  "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": "Public Safety Telecommunicators",
    "soc_code": "43-5031",
    "category": "Office",
    "us_employment": 102500,
    "median_annual_wage": 53040
  },
  "verdict": "EXPOSED",
  "risk_resistance": 47,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 10,
    "embodiment": 2,
    "liability_shield": 8,
    "trust_premium": 13,
    "judgment_accountability": 14
  },
  "reasoning": {
    "task_resistance": "Half your shift is work a machine can already do — ANI/ALI address capture, typing the caller's complaint into CAD, repeating a plate over the radio, transferring the pole-down call to the utility — but the other half is hearing a caller say 'he's fine' while breathing wrong and deciding it's an overdose anyway, which is why this sits at 10 rather than in the automatable band.",
    "embodiment": "You work seated at a console for 12 hours with a headset, three to five monitors, and a keyboard; the only physical demands are shift length, bladder control, and not leaving the position uncovered — nothing about the job requires you to be anywhere but that chair.",
    "liability_shield": "Most states require you to hold ENP/EMD certification and pass continuing education, and Priority Dispatch protocol compliance is audited on your calls — but the licence is a certificate, not a professional practice licence, and when a dispatch goes wrong it's the agency and the responding officers who get sued under state tort claims acts, not you personally, which caps this at 8.",
    "trust_premium": "The caller has never met you and won't remember your name, but for the four minutes you're talking a mother through compressions on her infant, your voice is the entire intervention — and on the radio side, the units on your channel know your cadence and trust your traffic in a way they won't extend to an unfamiliar voice mid-pursuit.",
    "judgment_accountability": "You decide, in seconds and with incomplete information, whether a call is a welfare check or an active shooter, whether to hold the last available unit or send it, and whether to override the protocol card because what the caller is describing doesn't match any of the answers — and those calls get reviewed against outcomes, not against process."
  },
  "rationale": "The job is entirely headset-and-screen: answering 911 lines, running scripted EMD/EFD protocols, keying incident data into CAD, and broadcasting on radio — and AI already handles non-emergency call triage, transcription, address geolocation, and automatic translation in a growing number of PSAPs. What resists is the live judgment call: deciding what's actually happening when a caller is screaming, incoherent, or lying, prioritizing units across simultaneous incidents, and keeping a person alive on the line until help arrives. Public-sector employment, union contracts, and extreme institutional risk aversion around life-safety failure slow adoption far more than the technology does.",
  "outlook": "Expect AI to absorb non-emergency intake, transcription, and translation within a decade, shrinking headcount per PSAP while the remaining seats concentrate on high-acuity triage, tactical dispatch, and supervision.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "task_resistance",
        "change": "Non-emergency and administrative call volume (alarm-company calls, report-taking, callbacks, transcription) is already being diverted to AI vendors like Amazon Connect deployments and Aurelian/Versaterm in PSAPs; if that tier is fully absorbed, the residual job is only live in-progress emergencies, multi-incident triage, and suicidal/violent callers — the part AI is worst at",
        "plausibility": "already happening",
        "would_add": 4
      },
      {
        "dimension": "liability_shield",
        "change": "State 911 boards adopting rules that a certified telecommunicator must personally review and approve any AI-generated call classification or unit recommendation before dispatch — analogous to NENA/APCO certification standards and existing state EMD-certification mandates (e.g. Texas CSEC, Virginia DSP requirements) being extended to cover AI outputs",
        "plausibility": "plausible",
        "would_add": 4
      },
      {
        "dimension": "liability_shield",
        "change": "Erosion of governmental/qualified immunity for AI-mediated dispatch failures in a high-profile wrongful-death suit, prompting municipal insurers to require a named certified human of record on every emergency incident record",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formal reclassification of the role toward incident-triage supervision — one telecommunicator owning override authority over AI triage across many simultaneous calls, with named accountability in CAD audit logs; AFSCME/CWA locals have bargained on staffing-minimum and 'human in the loop' language in 911 centers",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "trust_premium",
        "change": "State legislation requiring that a 911 call reach a live human within a set number of seconds and prohibiting AI-only handling of emergency lines — the political salience of 'a robot answered my 911 call' makes this the most likely statutory route",
        "plausibility": "plausible",
        "would_add": 3
      }
    ],
    "ceiling_note": "Embodiment has no route: the work is a headset and a screen. Trust premium is capped because the buyer is a municipality under budget pressure, not the caller — the public's preference for a human voice only binds if a legislature writes it down. Public-sector budget cycles and union contracts buy years, not permanence."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2019,
        "emp": 95320,
        "wage": 41910
      },
      {
        "y": 2020,
        "emp": 93290,
        "wage": 43290
      },
      {
        "y": 2021,
        "emp": 97050,
        "wage": 46670
      },
      {
        "y": 2022,
        "emp": 95730,
        "wage": 46900
      },
      {
        "y": 2023,
        "emp": 97820,
        "wage": 48890
      },
      {
        "y": 2024,
        "emp": 101140,
        "wage": 50730
      },
      {
        "y": 2025,
        "emp": 102500,
        "wage": 53040
      }
    ],
    "from": 2019,
    "to": 2025,
    "change_pct": 7.5,
    "comparable_from": 2019,
    "spans_soc_revision": false
  },
  "pivots": [
    {
      "slug": "police-and-sheriff-s-patrol-officers",
      "title": "Police and Sheriff's Patrol Officers",
      "verdict": "SAFE",
      "risk_resistance": 82,
      "median_wage": 76210,
      "overlap": 75,
      "skills_to_close": [
        "Active Learning",
        "Monitoring",
        "Writing"
      ]
    },
    {
      "slug": "transit-and-railroad-police",
      "title": "Transit and Railroad Police",
      "verdict": "SAFE",
      "risk_resistance": 73,
      "median_wage": 90230,
      "overlap": 73,
      "skills_to_close": [
        "Complex Problem Solving",
        "Operation and Control"
      ]
    },
    {
      "slug": "correctional-officers-and-jailers",
      "title": "Correctional Officers and Jailers",
      "verdict": "SAFE",
      "risk_resistance": 68,
      "median_wage": 58940,
      "overlap": 69,
      "skills_to_close": [
        "Monitoring",
        "Systems Evaluation"
      ]
    }
  ],
  "license": "https://cookedindex.com/terms"
}