{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/railroad-brake-signal-and-switch-operators-and-locomotive-firers/", "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": "Railroad Brake, Signal, and Switch Operators and Locomotive Firers", "soc_code": "53-4022", "category": "Transportation", "us_employment": 12400, "median_annual_wage": 68840 }, "verdict": "EXPOSED", "risk_resistance": 47, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 13, "embodiment": 17, "liability_shield": 8, "trust_premium": 2, "judgment_accountability": 7 }, "reasoning": { "task_resistance": "Coupling airhoses between moving cars, walking a train to find a stuck handbrake, and lining a hand-throw switch in a gravel ballast yard genuinely can't be done from a screen, but remote-control locomotive beltpacks, hump yard retarder automation, and end-of-train telemetry have already eaten the pin-puller, rider, and firer positions outright — so 13 rather than 17 reflects that the hands are still needed while the headcount is not.", "embodiment": "You work on the ground between rolling equipment, climbing ladders on moving cars, in yards with no shelter, in ice, and the FRA still records fatalities from switching operations — nothing about that is a controlled environment, and only the fact that some of the shift happens riding a cab or in a yard office keeps this off 20.", "liability_shield": "There's no personal licence you hold that a railroad would lose if you were replaced — 49 CFR Part 218 requires certified conductors and Part 240 certified engineers, but brakemen and switchmen work under railroad-issued qualification on operating rules, so at 8 you get the training and testing burden without the statutory personal certificate that would make you legally irreplaceable.", "trust_premium": "No shipper, passenger, or customer knows your name or asks for you by it; the work product is a correctly built train, and it is judged identically whoever lined the switches.", "judgment_accountability": "GCOR, timetable, and special instructions define nearly every move you make, and job briefings and radio protocol are scripted — but the call to shove blind, to protect the point, or to stop a movement when a signal or a car looks wrong is yours in the moment, and that real, narrow discretion is what puts this at 7 instead of 3." }, "rationale": "Throwing switches, coupling and uncoupling cars, setting handbrakes, and riding the point through a yard in sleet are not tasks language models touch — but they are exactly the tasks railroads have spent two decades engineering out via remote-control locomotives, Positive Train Control, hump yard automation, and crew-size reduction. The threat to this job is industrial automation and consolidation of duties into the conductor/engineer craft, not chatbots, and that threat is already visible in shrinking headcount at every Class I. Locomotive firer is functionally a historical title; the modal worker today is a yard brakeman or switch operator whose duties are steadily being absorbed upward.", "outlook": "Headcount keeps falling through the 2030s as duties consolidate into certified conductor/engineer crews and remote-control yard operation, though a hands-on field presence for coupling, brakes, and inspections will not disappear entirely.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "Enactment of a federal two-person crew mandate — FRA's 2024 final rule (49 CFR 218 subpart G) requires two crewmembers on most freight trains, and state laws (Arizona, Nevada, Colorado, Washington, Ohio) do the same. If the rule survives the pending Class I / AAR litigation and is extended to yard and remote-control operations with a named, certified second person accountable for movement authority, the legally-required-body element rises substantially", "plausibility": "already happening", "would_add": 6 }, { "dimension": "liability_shield", "change": "FRA certification of conductors/brakemen (49 CFR 242) expanded to include a specific certified role for ground/switching operations with personal decertification exposure for unauthorized movements, plus blocking of remote-control operation without a certified ground observer — this is a standing SMART-TD bargaining and rulemaking demand", "plausibility": "plausible", "would_add": 4 }, { "dimension": "judgment_accountability", "change": "Post-derailment regulatory shift (East Palestine aftermath, Railway Safety Act of 2023 provisions on wayside detectors and defect response) that assigns a named on-ground employee ownership of set-out/bad-order decisions and hazmat car handling calls — making the ambiguity call attributable rather than dispatch-dictated", "plausibility": "plausible", "would_add": 4 }, { "dimension": "task_resistance", "change": "Task-mix shift as remote-control locomotives and hump automation absorb routine flat-switching: the residual work concentrates on non-standard moves — industrial spur service, derails and rerailing, bad-order set-outs, cars in poor repair, extreme weather, and unmapped customer track where sensors and RCL zones do not reach. Genuine two-tier occupation; the judgment tier does not automate with the routine tier", "plausibility": "already happening", "would_add": 3 }, { "dimension": "embodiment", "change": "Growth of short-line and regional railroad share of carload traffic (Class I precision-scheduled railroading shedding light-density branches) shifts work toward older, unautomated infrastructure with hand-thrown switches, no PTC territory below the mandate threshold, and no capital for yard automation", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "No realistic route to trust premium — freight shippers buy carload movement, never a named human, and have no visibility into who threw the switch. The binding constraint is headcount, not capability: even with a two-person mandate upheld, duty consolidation into the conductor craft means the surviving jobs may not carry this SOC title. A high liability_shield on a shrinking roster protects the role, not the number of roles." }, "adjudication": null, "employment_history": { "points": [ { "y": 2019, "emp": 11080, "wage": 60260 }, { "y": 2020, "emp": 14630, "wage": 57870 }, { "y": 2021, "emp": 16200, "wage": 63840 }, { "y": 2022, "emp": 14210, "wage": 67540 }, { "y": 2023, "emp": 13610, "wage": 63540 }, { "y": 2024, "emp": 12460, "wage": 65480 }, { "y": 2025, "emp": 12400, "wage": 68840 } ], "from": 2019, "to": 2025, "change_pct": 11.9, "comparable_from": 2019, "spans_soc_revision": false }, "pivots": [ { "slug": "locomotive-engineers", "title": "Locomotive Engineers", "verdict": "EXPOSED", "risk_resistance": 60, "median_wage": 81410, "overlap": 82, "skills_to_close": [ "Operation and Control", "Speaking", "Operations Monitoring", "Active Learning" ] }, { "slug": "crane-and-tower-operators", "title": "Crane and Tower Operators", "verdict": "SAFE", "risk_resistance": 67, "median_wage": 68080, "overlap": 71, "skills_to_close": [ "Equipment Maintenance", "Repairing", "Operation and Control", "Operations Analysis" ] }, { "slug": "railroad-conductors-and-yardmasters", "title": "Railroad Conductors and Yardmasters", "verdict": "EXPOSED", "risk_resistance": 61, "median_wage": 78000, "overlap": 55, "skills_to_close": [ "Systems Evaluation", "Systems Analysis", "Speaking", "Coordination" ] } ], "license": "https://cookedindex.com/terms" }