AI exposure by occupation, O*NET 47-4061.00
Will AI replace Rail-Track Laying and Maintenance Equipment Operators?
Rail-Track Laying and Maintenance Equipment Operators: AI can already handle 1 of 26 tasks; most of the work is hands-on, and the part AI can address mostly needs a standard-tier model.
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Every task, scored
The 26 tasks O*NET 30.3 lists for Rail-Track Laying and Maintenance Equipment Operators, from most to least exposed. 1 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Observe leveling indicator arms to verify levelness and alignment of tracks. | Estimated | Standard | |
| Repair or adjust track switches, using wrenches and replacement parts. | Estimated | Efficient | |
| Drive vehicles that automatically move and lay tracks or rails over sections of track to be constructed, repaired, or maintained. | Estimated | Efficient | |
| Clean or make minor repairs to machines or equipment. | Estimated | Efficient | |
| Patrol assigned track sections so that damaged or broken track can be located and reported. | Estimated | No tier | |
| Weld sections of track together, such as switch points and frogs. | Estimated | No tier | |
| Operate track wrenches to tighten or loosen bolts at joints that hold ends of rails together. | Estimated | No tier | |
| String and attach wire-guidelines machine to rails so that tracks or rails can be aligned or leveled. | Estimated | No tier | |
| Cut rails to specified lengths, using rail saws. | Estimated | No tier | |
| Lubricate machines, change oil, or fill hydraulic reservoirs to specified levels. | Estimated | No tier | |
| Drill holes through rails, tie plates, or fishplates for insertion of bolts or spikes, using power drills. | Estimated | No tier | |
| Clean tracks or clear ice or snow from tracks or switch boxes. | Estimated | No tier | |
| Clean, grade, or level ballast on railroad tracks. | Estimated | No tier | |
| Raise rails, using hydraulic jacks, to allow for tie removal and replacement. | Estimated | No tier | |
| Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications. | Estimated | No tier | |
| Engage mechanisms that lay tracks or rails to specified gauges. | Estimated | No tier | |
| Dress and reshape worn or damaged railroad switch points or frogs, using portable power grinders. | Estimated | No tier | |
| Grind ends of new or worn rails to attain smooth joints, using portable grinders. | Estimated | No tier | |
| Operate single- or multiple-head spike pullers to pull old spikes from ties. | Estimated | No tier | |
| Turn wheels of machines, using lever controls, to adjust guidelines for track alignments or grades, following specifications. | Estimated | No tier | |
| Push controls to close grasping devices on track or rail sections so that they can be raised or moved. | Estimated | No tier | |
| Operate tie-adzing machines to cut ties and permit insertion of fishplates that hold rails. | Estimated | No tier | |
| Paint railroad signs, such as speed limits or gate-crossing warnings. | Estimated | No tier | |
| Spray ties, fishplates, or joints with oil to protect them from weathering. | Estimated | No tier | |
| Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails. | Estimated | No tier | |
| Drive graders, tamping machines, brooms, or ballast spreading machines to redistribute gravel or ballast between rails. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 26 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 26 of 26. 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 16% of the role's importance-weighted task work. 16% of the work is something AI can address at some tier, and 84% 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
- 19,580
- Median annual wage
- $70,070
- Middle half of earners
- $51,280 to $81,670
- Projected change, 2024 to 2034
- +1.6%
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.
- Signal and Track Switch Repairers 70% skill overlap, about 11 months to move Exposure17
- Railroad Brake, Signal, and Switch Operators and Locomotive Firers 69% skill overlap, about 11 months to move Exposure27
- Rail Car Repairers 68% skill overlap, about 12 months to move Exposure19
- Rail Yard Engineers, Dinkey Operators, and Hostlers 67% skill overlap, about 12 months to move Exposure20
- Operating Engineers and Other Construction Equipment Operators 65% skill overlap, about 12 months to move Exposure18
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Rail-Track Laying and Maintenance Equipment Operators and AI
Will AI replace Rail-Track Laying and Maintenance Equipment Operators?
AI already handles 1 of the 26 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 18 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 +1.6% from 2024 to 2034.
What is the AI exposure of Rail-Track Laying and Maintenance Equipment Operators?
18 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 26 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 26 are estimated from each task's O*NET work activity.
Which Rail-Track Laying and Maintenance Equipment Operators tasks can AI already do?
The tasks with the highest exposure are: Observe leveling indicator arms to verify levelness and alignment of tracks. It is the only task that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 16% of the role's importance-weighted task work, and 84% 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 Rail-Track Laying and Maintenance Equipment Operators, and what do they earn?
19,580 people in the United States, with a median annual wage of $70,070 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +1.6% 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: Rail-Track Laying and Maintenance Equipment Operators. 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/rail-track-laying-and-maintenance-equipment-operators
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