AI exposure by occupation, O*NET 53-4011.00
Will AI replace Locomotive Engineers?
Locomotive Engineers: AI can already handle 4 of 14 tasks; the work mostly needs a standard-tier model.
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Every task, scored
The 14 tasks O*NET 30.3 lists for Locomotive Engineers, from most to least exposed. 4 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Call out train signals to assistants to verify meanings. | Estimated | Standard | |
| Inspect locomotives to verify adequate fuel, sand, water, or other supplies before each run or to check for mechanical problems. | Estimated | Frontier | |
| Prepare reports regarding any problems encountered, such as accidents, signaling problems, unscheduled stops, or delays. | Estimated | Efficient | |
| Interpret train orders, signals, or railroad rules and regulations that govern the operation of locomotives. | Estimated | Standard | |
| Confer with conductors or traffic control center personnel via radiophones to issue or receive information concerning stops, delays, or oncoming trains. | Estimated | Efficient | |
| Operate locomotives to transport freight or passengers between stations or to assemble or disassemble trains within rail yards. | Estimated | Efficient | |
| Monitor train loading procedures to ensure that freight or rolling stock are loaded or unloaded without damage. | Estimated | Efficient | |
| Inspect locomotives after runs to detect damaged or defective equipment. | Estimated | Efficient | |
| Monitor gauges or meters that measure speed, amperage, battery charge, or air pressure in brake lines or in main reservoirs. | Estimated | No tier | |
| Observe tracks to detect obstructions. | Estimated | No tier | |
| Check to ensure that brake examination tests are conducted at shunting stations. | Estimated | No tier | |
| Respond to emergency conditions or breakdowns, following applicable safety procedures and rules. | Estimated | No tier | |
| Receive starting signals from conductors and use controls such as throttles or air brakes to drive electric, diesel-electric, steam, or gas turbine-electric locomotives. | Estimated | No tier | |
| Check to ensure that documentation, such as procedure manuals or logbooks, are in the driver's cab and available for staff use. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 14 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 14 of 14. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 50% of the role's importance-weighted task work. 57% of the work is something AI can address at some tier, and 43% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 33,470
- Median annual wage
- $81,410
- Middle half of earners
- $75,190 to $93,260
- Projected change, 2024 to 2034
- +0.7%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Rail Yard Engineers, Dinkey Operators, and Hostlers 72% skill overlap, about 10 months to move Exposure20
- Railroad Brake, Signal, and Switch Operators and Locomotive Firers 72% skill overlap, about 10 months to move Exposure27
- Subway and Streetcar Operators 64% skill overlap, about 13 months to move Exposure19
- Stationary Engineers and Boiler Operators 63% skill overlap, about 13 months to move Exposure24
- Ship Engineers 63% skill overlap, about 13 months to move Exposure18
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Locomotive Engineers and AI
Will AI replace Locomotive Engineers?
AI already handles 4 of the 14 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 36 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +0.7% from 2024 to 2034.
What is the AI exposure of Locomotive Engineers?
36 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 14 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 14 are estimated from each task's O*NET work activity.
Which Locomotive Engineers tasks can AI already do?
The tasks with the highest exposure are: Call out train signals to assistants to verify meanings; Inspect locomotives to verify adequate fuel, sand, water, or other supplies before each run or to check for mechanical problems; Prepare reports regarding any problems encountered, such as accidents, signaling problems, unscheduled stops, or delays. They are three of the 4 tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 50% of the role's importance-weighted task work, and 43% is hands-on work that no model tier covers. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Locomotive Engineers, and what do they earn?
33,470 people in the United States, with a median annual wage of $81,410 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +0.7% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Locomotive Engineers. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/locomotive-engineers
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