{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/crane-and-tower-operators/",
  "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": "Crane and Tower Operators",
    "soc_code": "53-7021",
    "category": "Transportation",
    "us_employment": 42890,
    "median_annual_wage": 68080
  },
  "verdict": "SAFE",
  "risk_resistance": 67,
  "contested": false,
  "near_boundary": true,
  "dimensions": {
    "task_resistance": 16,
    "embodiment": 18,
    "liability_shield": 12,
    "trust_premium": 7,
    "judgment_accountability": 14
  },
  "reasoning": {
    "task_resistance": "Setting outriggers on unknown soil, re-checking a load chart when the boom angle changes mid-lift, and taking hand signals from a rigger you cannot see are tasks that stay at 16 rather than 20 only because container gantries and automated stacking cranes have already proven that a fixed rail and a fenced yard can run without a cab operator.",
    "embodiment": "An 18 reflects that you climb a tower ladder in the weather, feel the swing through the sticks, watch for power lines and pedestrians below, and work from a seat that moves with the machine — none of which happens on a screen; it is not 20 because the actual control input is levers and pedals, which is the one part a machine can copy.",
    "liability_shield": "OSHA 1926.1427 requires certification by an accredited body (NCCCO or equivalent) plus employer evaluation for the specific equipment and configuration, and after a dropped load your card and your name are in the citation — the 12 rather than 16 reflects that this is a federal certification tied to crane type and capacity, not a state professional licence with an independent board that can strip your livelihood.",
    "trust_premium": "A 7 covers the fact that superintendents and riggers ask for the operator they have worked with before because trust in the cab shortens every lift, but the contract is with the crane company and a qualified replacement can be sent tomorrow.",
    "judgment_accountability": "The call to stop a lift on wind, refuse a configuration the chart will not support, or override a signal person you think is wrong is yours alone and unreviewable in the moment, which puts it at 14; it stops short of higher because lift plans, capacity charts, and manufacturer limits define the envelope before you ever pick up the load."
  },
  "rationale": "The core of this job — reading load charts against actual ground conditions, judging wind and swing, coordinating with a rigger and signal person on a changing job site, and lifting a multi-ton load over people and live structures — is embodied judgment that language AI cannot touch and current robotics cannot reliably replicate outside fixed paths. The real automation pressure is narrow but genuine: automated stacking and gantry cranes have already displaced operators at container terminals and some steel mills, where the travel path is repeatable and the environment is fenced. OSHA-mandated operator certification (NCCCO or equivalent) plus personal exposure when a lift goes wrong keeps a licensed human in the seat on construction and mobile work.",
  "outlook": "Container ports and enclosed industrial sites keep shedding operator seats to automated cranes, while construction and mobile crane work stays firmly human through 2035 — the job doesn't shrink much, it migrates toward job sites.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "liability_shield",
        "change": "OSHA's crane rule (29 CFR 1926.1427) already requires a certified operator by crane type/capacity; a revision — or a state adoption like California Cal/OSHA's separate crane certificate — that explicitly bars remote or semi-autonomous operation on construction sites without a certified operator physically at the controls, and names that operator as the responsible party on the lift plan, would harden the seat. Similarly, a crane insurer (e.g. NBIS, the dominant crane/rigging underwriter) writing policy language voiding coverage for lifts executed under automated path control without a certified operator signing the critical-lift plan.",
        "plausibility": "plausible",
        "would_add": 4
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formal expansion of the 'critical lift' regime — multi-crane picks, lifts over occupied structures, personnel platform lifts — where a named certified operator signs off on load chart derates, ground bearing pressure, and wind hold decisions alongside the lift director. ASME B30.5 revisions and owner-side (refinery, utility, nuclear) contractor prequalification already push this documentation; more of it makes the operator the accountable decision-holder rather than a control-mover.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "task_resistance",
        "change": "If automated stacking cranes continue absorbing the repeatable, fenced, fixed-path work at container terminals and mills, the residual occupation is disproportionately mobile/crawler/tower work on non-repeating sites — blind picks, tandem lifts, wind-limit judgment, rigger coordination. Task-mix shift raises the average judgment content of what remains even as headcount falls. Watch terminal automation announcements (e.g. Long Beach, Virginia) against BLS mobile-crane employment separately.",
        "plausibility": "already happening",
        "would_add": 2
      }
    ],
    "ceiling_note": "Trust premium has no realistic route: the buyer is a GC or terminal operator purchasing tonnage moved safely, not a named human, and no client pays extra to know a person was in the cab. Note also that task_resistance/embodiment gains here come with shrinking headcount — the job gets harder to automate while there are fewer of them."
  },
  "adjudication": {
    "method": "two independent runs agreed on the verdict",
    "outcome": "corroborated",
    "run_totals": [
      67,
      67
    ],
    "run_verdicts": [
      "SAFE",
      "SAFE"
    ]
  },
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 43660,
        "wage": 52200
      },
      {
        "y": 2018,
        "emp": 44410,
        "wage": 54140
      },
      {
        "y": 2019,
        "emp": 45480,
        "wage": 56690
      },
      {
        "y": 2020,
        "emp": 44060,
        "wage": 59710
      },
      {
        "y": 2021,
        "emp": 43400,
        "wage": 62240
      },
      {
        "y": 2022,
        "emp": 45210,
        "wage": 61340
      },
      {
        "y": 2023,
        "emp": 42260,
        "wage": 64690
      },
      {
        "y": 2024,
        "emp": 42000,
        "wage": 66370
      },
      {
        "y": 2025,
        "emp": 42890,
        "wage": 68080
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": -1.8,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [],
  "license": "https://cookedindex.com/terms"
}