{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/pump-operators-except-wellhead-pumpers/", "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": "Pump Operators, Except Wellhead Pumpers", "soc_code": "53-7072", "category": "Transportation", "us_employment": 9780, "median_annual_wage": 61770 }, "verdict": "EXPOSED", "risk_resistance": 41, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 10, "embodiment": 16, "liability_shield": 4, "trust_premium": 3, "judgment_accountability": 8 }, "reasoning": { "task_resistance": "Remote-start pumps, automated tank gauging and PLC-driven transfer sequences already handle the setpoint changes, alarm acknowledgement and shift-log entries that used to fill a tour, but nobody has automated cracking a manifold valve, changing a strainer basket, or repacking a leaking seal on a rotating pump — roughly half the shift is still work only a body in the unit can do, which is why this sits at 10 and not 4.", "embodiment": "You work outdoors on tank dikes and loading racks in whatever weather the shift brings, climbing to gauge hatches, handling hoses and swing arms, working around hydrocarbons, H2S and pressurized lines under FRC and gas monitor — 16 rather than 20 only because the plant is a mapped, fixed facility with fixed piping rather than a new uncontrolled site every day.", "liability_shield": "No state licence gates this work; a TWIC card, HAZWOPER/HAZMAT awareness and site-specific operator qualification get you on the property, and when a transfer overfills a tank the citation lands on the operating company under PHMSA or the EPA SPCC plan, not on your personal ticket, so the 4 reflects credentialing overhead only.", "trust_premium": "Nobody buying gasoline, asphalt or slurry knows your name; your output is a metered volume and a signed transfer ticket, and the only relationship that matters is shift-to-shift handover with the next operator — which is procedural, not a product.", "judgment_accountability": "Most of the shift runs off written transfer procedures, line-up checklists and alarm response guides, but you decide in real time whether a pressure trend means a plugged strainer or a downstream leak and whether to shut down and lock out before calling anyone — genuine discretion inside a narrow window, which is 8 rather than 14 because the escalation path to the console and unit supervisor is short." }, "rationale": "The control-room half of this job — watching flow rates, pressures and tank levels, logging readings, sequencing transfers — is exactly what SCADA and DCS automation has been eating for two decades, and AI-assisted anomaly detection accelerates it. What holds is the field half: walking the line, lining up valves and manifolds, pulling samples, spotting a weeping flange or a plugged strainer, and executing lockout/tagout during upsets. The modal worker in a refinery, tank farm, or pipeline terminal survives as a field operator with fewer peers per facility, not as a gauge-watcher.", "outlook": "Headcount keeps shrinking as remote monitoring centralizes control across terminals, but each facility still needs qualified bodies on site for lineups, sampling, and upsets — expect a smaller, more maintenance-capable and better-paid crew.", "what_would_raise_it": { "levers": [ { "dimension": "embodiment", "change": "If PHMSA's pipeline safety rules and API 570/653 inspection practice continue to require in-person valve lineup verification, physical sampling, and hands-on lockout/tagout by a qualified person during transfers and upsets — rather than accepting remote-camera or drone verification — the field half of the job stays irreducible and the score edges up as the control-room half disappears", "plausibility": "already happening", "would_add": 2 }, { "dimension": "task_resistance", "change": "Genuine two-tier job: once SCADA/AI anomaly detection absorbs routine gauge-watching and logging, what remains is abnormal-condition response — diagnosing a plugged strainer, deciding whether a weeping flange justifies shutting a transfer, manual lineup during power loss. If facilities keep cutting headcount rather than eliminating the position, the residual role is mostly the judgment tier", "plausibility": "already happening", "would_add": 3 }, { "dimension": "liability_shield", "change": "If OSHA PSM (29 CFR 1910.119) or PHMSA operator-qualification rules are tightened to name an individual qualified operator who must personally attest to valve lineup and energy-isolation before a transfer — the way a signed permit-to-work already functions at some majors — the attestation becomes personal rather than corporate", "plausibility": "plausible", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "If EPA/PHMSA post-incident enforcement continues to trace spills and overfills to specific lineup and shutdown decisions (Buckeye, Colonial Pipeline consent decrees name operator actions), the person owning the stop-the-transfer call carries visible consequence for it", "plausibility": "already happening", "would_add": 2 } ], "ceiling_note": "No realistic route to a trust premium: the buyer is a refinery or midstream company purchasing throughput, and no customer of gasoline or crude ever pays extra for a human at the manifold. Headcount-per-facility is the real variable — the dimensions can hold while total jobs fall." }, "adjudication": { "method": "two independent runs agreed on the verdict", "outcome": "corroborated", "run_totals": [ 41, 47 ], "run_verdicts": [ "EXPOSED", "EXPOSED" ] }, "employment_history": { "points": [ { "y": 2017, "emp": 11500, "wage": 43500 }, { "y": 2018, "emp": 10820, "wage": 44380 }, { "y": 2019, "emp": 10000, "wage": 45040 }, { "y": 2020, "emp": 10580, "wage": 48090 }, { "y": 2021, "emp": 10600, "wage": 49580 }, { "y": 2022, "emp": 10870, "wage": 55860 }, { "y": 2023, "emp": 11570, "wage": 54690 }, { "y": 2024, "emp": 12600, "wage": 60020 }, { "y": 2025, "emp": 9780, "wage": 61770 } ], "from": 2017, "to": 2025, "change_pct": -15, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "stationary-engineers-and-boiler-operators", "title": "Stationary Engineers and Boiler Operators", "verdict": "EXPOSED", "risk_resistance": 64, "median_wage": 78620, "overlap": 77, "skills_to_close": [ "Installation", "Systems Evaluation", "Repairing" ] }, { "slug": "tank-car-truck-and-ship-loaders", "title": "Tank Car, Truck, and Ship Loaders", "verdict": "EXPOSED", "risk_resistance": 53, "median_wage": 58870, "overlap": 77, "skills_to_close": [] }, { "slug": "industrial-machinery-mechanics", "title": "Industrial Machinery Mechanics", "verdict": "SAFE", "risk_resistance": 67, "median_wage": 64520, "overlap": 76, "skills_to_close": [ "Installation", "Repairing", "Equipment Maintenance", "Troubleshooting" ] } ], "license": "https://cookedindex.com/terms" }