{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/tank-car-truck-and-ship-loaders/", "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": "Tank Car, Truck, and Ship Loaders", "soc_code": "53-7121", "category": "Transportation", "us_employment": 10700, "median_annual_wage": 58870 }, "verdict": "EXPOSED", "risk_resistance": 53, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 13, "embodiment": 17, "liability_shield": 10, "trust_premium": 4, "judgment_accountability": 9 }, "reasoning": { "task_resistance": "At 13 rather than 17, the hose-and-hatch work genuinely resists software, but you already work next to racks where a driver swipes a card, keys a product code, and the preset meter shuts off on its own — the loading itself is a solved control problem, and what's left is connect, inspect, and troubleshoot; that's what keeps it out of the 6-and-below band but off the top.", "embodiment": "17 reflects climbing to the dome of a car in the rain to open a hatch, torquing a stuck valve, dragging a 4-inch vapor hose into position, and doing it in a Class I Division 1 area where you're bonded and grounded — uncontrolled outdoor environments with confined-space and fall exposure, only short of 20 because the work happens on a fixed rack you know inch by inch rather than at unpredictable sites.", "liability_shield": "10 sits at the top of the certification band because HM-126 hazmat function-specific training under 49 CFR 172.704 and the CDL/tanker-endorsement world genuinely gate who touches the product, but the certificate is not a personal licence — when a car overfills or a placard is wrong, DOT and PHMSA cite the shipper of record and the terminal operator, not you.", "trust_premium": "4 because the truck arrives, the seal number matches, and the driver leaves; the customer downstream reads a meter ticket and a certificate of analysis, and no one at the receiving terminal knows or asks which loader made the connection.", "judgment_accountability": "9 recognises the real calls you make — refusing a car with a bad valve or missing gasket, stopping a load on a pressure anomaly, deciding a sample looks off-spec — but those decisions run against written loading procedures, product-compatibility charts, and a supervisor you can raise on the radio, so the ambiguity is bounded rather than yours to own alone." }, "rationale": "The core of this job is physical: dragging and coupling loading arms and hoses, climbing tank cars to open hatches, setting valves, grounding and bonding, watching gauges, and pulling samples — none of which today's robotics does at terminal scale. The real threat isn't AI reasoning but terminal automation that has been eating this occupation for decades: automated loading racks with card-reader driver kiosks, mass-flow meters, overfill sensors, and remote console control let one operator supervise many bays, and AI-assisted monitoring pushes that ratio further. Paperwork tasks — bills of lading, shipping papers, batch records, tank gauging math — are already largely software-handled.", "outlook": "Employment keeps shrinking as terminals automate loading racks and consolidate operators, but the hands-on hazmat connection, inspection, and emergency-response work keeps a smaller, better-credentialed core of these jobs in place through the 2030s.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "PHMSA/DOT hazmat rules already require a person to certify shipping papers and perform pre-departure inspection under 49 CFR 172-174; a rule change explicitly barring unattended/automated certification of hazmat loading and naming a trained, qualified individual as the signer of record for each transfer (as USCG 33 CFR 154/156 already does with the Person-in-Charge for marine oil transfers) would raise this. Watch for PHMSA rulemaking on automated loading racks and for USCG interpretations of remote-monitored transfers.", "plausibility": "plausible", "would_add": 5 }, { "dimension": "liability_shield", "change": "A state or EPA consent decree following a major overfill/vapor-release incident at an automated rack requiring an attested human PIC physically present per bay during transfer, as several refinery consent decrees have imposed staffing and monitoring terms.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Task-mix shift: if metering, sequencing and paperwork are fully automated, the remaining role is the USCG/OSHA Person-in-Charge who calls emergency shutdown, judges compatibility and last-cargo/heel questions, and signs off on grounding-bonding adequacy in degraded conditions — a judgment tier this occupation genuinely has.", "plausibility": "already happening", "would_add": 4 }, { "dimension": "task_resistance", "change": "Same two-tier shift plus PSM/hot-work and confined-space entry work: if routine batch loading disappears, what remains is non-routine transfers, off-spec product, hose failures, sampling for custody-transfer disputes, and manual gauging when meters fail — none automatable at terminal scale.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "embodiment", "change": "Little headroom; already 17. Only a shift toward more non-standard equipment (rail tank cars with varied fittings, barge transfers, cryogenic/LNG bunkering requiring manual connection under class-society witness) would nudge it.", "plausibility": "plausible", "would_add": 1 } ], "ceiling_note": "No plausible route to trust_premium: buyers are refiners, chemical shippers and railroads purchasing throughput, and none pay a premium for a human loader. The dominant threat is fixed automation and staffing ratios, not AI reasoning, so liability rules that name a human signer help only if they also require physical presence per bay — a paper PIC supervising twelve remote bays does not preserve headcount." }, "adjudication": { "method": "two independent runs agreed on the verdict", "outcome": "corroborated", "run_totals": [ 53, 56 ], "run_verdicts": [ "EXPOSED", "EXPOSED" ] }, "employment_history": { "points": [ { "y": 2017, "emp": 10300, "wage": 36860 }, { "y": 2018, "emp": 9000, "wage": 38220 }, { "y": 2019, "emp": 11620, "wage": 42360 }, { "y": 2020, "emp": 12610, "wage": 45610 }, { "y": 2021, "emp": 12090, "wage": 49390 }, { "y": 2022, "emp": 12470, "wage": 53930 }, { "y": 2023, "emp": 11400, "wage": 58620 }, { "y": 2024, "emp": 10920, "wage": 58070 }, { "y": 2025, "emp": 10700, "wage": 58870 } ], "from": 2017, "to": 2025, "change_pct": 3.9, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "crane-and-tower-operators", "title": "Crane and Tower Operators", "verdict": "SAFE", "risk_resistance": 67, "median_wage": 68080, "overlap": 77, "skills_to_close": [ "Operations Analysis", "Installation" ] }, { "slug": "refractory-materials-repairers-except-brickmasons", "title": "Refractory Materials Repairers, Except Brickmasons", "verdict": "EXPOSED", "risk_resistance": 65, "median_wage": 61290, "overlap": 75, "skills_to_close": [ "Operations Analysis", "Repairing" ] }, { "slug": "automotive-body-and-related-repairers", "title": "Automotive Body and Related Repairers", "verdict": "EXPOSED", "risk_resistance": 65, "median_wage": 54890, "overlap": 68, "skills_to_close": [ "Installation", "Operations Analysis", "Repairing", "Service Orientation" ] } ], "license": "https://cookedindex.com/terms" }