{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/rotary-drill-operators-oil-and-gas/", "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": "Rotary Drill Operators, Oil and Gas", "soc_code": "47-5012", "category": "Construction", "us_employment": 12600, "median_annual_wage": 67890 }, "verdict": "EXPOSED", "risk_resistance": 49, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 11, "embodiment": 17, "liability_shield": 5, "trust_premium": 4, "judgment_accountability": 12 }, "reasoning": { "task_resistance": "Automated driller systems (NOV Wildcat, Precision AC rigs) already hold weight-on-bit, control ROP and slide-drill directional intervals better than a hand on the brake, and tour reports and mud logs feed straight to town — but tripping 10,000 ft of pipe, slipping and cutting drilling line, changing bit nozzles, and stabbing casing in a mud-slick derrick still needs bodies on the floor, which is why this lands mid-band and not at 6.", "embodiment": "You work a moving rig floor with 500-ton hookloads overhead, hydrogen sulfide risk, mud at 120°F, in West Texas summer or Bakken winter, on a location that changes every few weeks — the only reason this isn't 20 is that the driller himself increasingly runs joystick and chair rather than manual brake and tongs.", "liability_shield": "There is no driller's licence: you need a well-control certificate (IWCF or IADC WellSharp), H2S and rig-pass tickets, and those are employer- and operator-mandated rather than state-issued, so the operator's engineer and the company man carry the legal exposure on the well while your credential is renewable coursework anyone in the crew can get.", "trust_premium": "Operators hire the contractor and the rig, not you by name; the relationship that matters is between the toolpusher, the company man, and the drilling superintendent, and a driller who moves rigs or gets laid off in a price crash is replaced from the floor hands without the client noticing.", "judgment_accountability": "Recognizing a kick from a flow-check discrepancy and shutting in before it becomes a blowout, or deciding whether to jar, back off, or keep working a stuck string, is real high-consequence discretion — but the mud program, casing points, and hydraulics come from a drilling plan you execute, and anything expensive gets escalated to the toolpusher and company man before you commit." }, "rationale": "The driller's hands-on work — running the rig floor, tripping pipe, managing crew, reacting to a kick or stuck string at 3am — is deeply physical and happens in a filthy, dangerous, unpredictable environment that no robot handles today. But the screen-facing half of the job (monitoring weight-on-bit, ROP, mud pressure, optimizing drilling parameters, logging tour reports) is exactly what automated drilling systems and remote operations centers already do, and pipe-handling robotics on new-build rigs has cut floor headcount hard. The threat here is capital automation plus commodity-price cycles, not a chatbot.", "outlook": "Headcount per rig keeps shrinking as automated pipe handling and remote drilling centers spread, so the surviving jobs concentrate in well control, supervision, and field maintenance on high-spec rigs — with commodity cycles still dictating swings bigger than any AI effect.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "BSEE's Well Control Rule (30 CFR 250 subpart G) already requires designated, certified individuals with well-control authority; an extension explicitly requiring a WellSharp-certified human driller physically on the rig floor with unilateral shut-in authority — and personal citation exposure — before any automated drilling control system may operate would harden the seat. Watch BSEE rulemaking on 'automated well control' and any Texas RRC / Louisiana equivalents for onshore, plus IADC's push to formalize an 'automation supervisor' competency.", "plausibility": "plausible", "would_add": 5 }, { "dimension": "judgment_accountability", "change": "Task-mix shift plus post-incident rule changes: if operator/contractor insurers (Lloyd's energy syndicates, OEE policies) condition coverage on a named human authorized to override the automated drilling package during kick, stuck-pipe, or lost-circulation events — the way some deepwater programs already name a well-site leader — the remaining job becomes exception ownership rather than parameter watching.", "plausibility": "plausible", "would_add": 4 }, { "dimension": "task_resistance", "change": "Genuine two-tier job: if ROP optimization, autodriller parameter setting, and tour reporting are fully absorbed by remote operations centers, what remains — diagnosing anomalous downhole behavior with contradictory sensor data, managing a crew through a nonstandard trip, jarring a stuck string — is the judgment tier and scores higher per remaining hour. This raises the score without raising headcount.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "embodiment", "change": "Already near ceiling at 17; only route up is if pipe-handling robotics prove unreliable on the legacy onshore fleet (most US land rigs are not new-builds) and workover/plug-and-abandonment work — old wells, nonstandard wellheads, no automation retrofit — becomes a larger share of the rig count.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "No plausible trust_premium route: the buyer is an E&P company purchasing footage per day, and no operator pays extra for a human on the brake handle. Also note the binding constraint here is rig count and capital cycles, not capability — liability gains can raise the score per job while total jobs fall." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 15370, "wage": 53980 }, { "y": 2018, "emp": 18010, "wage": 53800 }, { "y": 2019, "emp": 21010, "wage": 54980 }, { "y": 2020, "emp": 15650, "wage": 53820 }, { "y": 2021, "emp": 11170, "wage": 56380 }, { "y": 2022, "emp": 12190, "wage": 55260 }, { "y": 2023, "emp": 12180, "wage": 61770 }, { "y": 2024, "emp": 13090, "wage": 65010 }, { "y": 2025, "emp": 12600, "wage": 67890 } ], "from": 2017, "to": 2025, "change_pct": -18, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "rail-track-laying-and-maintenance-equipment-operators", "title": "Rail-Track Laying and Maintenance Equipment Operators", "verdict": "EXPOSED", "risk_resistance": 63, "median_wage": 70070, "overlap": 73, "skills_to_close": [ "Management of Financial Resources" ] }, { "slug": "crane-and-tower-operators", "title": "Crane and Tower Operators", "verdict": "SAFE", "risk_resistance": 67, "median_wage": 68080, "overlap": 71, "skills_to_close": [ "Installation" ] }, { "slug": "ship-engineers", "title": "Ship Engineers", "verdict": "SAFE", "risk_resistance": 73, "median_wage": 109530, "overlap": 69, "skills_to_close": [ "Installation", "Systems Analysis", "Equipment Maintenance", "Repairing" ] } ], "license": "https://cookedindex.com/terms" }