Will AI replace Rail-Track Laying and Maintenance Equipment Operators?

AI can do 0% of the work Rail-Track Laying and Maintenance Equipment Operators do at least twice as fast. None of their 26 tasks show real AI use yet. Robots can technically handle 23 physical tasks. 3 still need a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next0 · 0% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • No other tasks in this job can be sped up by AI today.

Robots can technically do this23 · 86% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Patrol assigned track sections so that damaged or broken track can be located and reported.Robots: structured workplaces8% of time
  • Repair or adjust track switches, using wrenches and replacement parts.Robots: purpose built settings7% of time
  • Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.Robots: structured workplaces7% of time
  • Drive graders, tamping machines, brooms, or ballast spreading machines to redistribute gravel or ballast between rails.Robots: purpose built settings7% of time
  • Raise rails, using hydraulic jacks, to allow for tie removal and replacement.Robots: purpose built settings5% of time
  • Operate track wrenches to tighten or loosen bolts at joints that hold ends of rails together.Robots: purpose built settings5% of time
  • Clean, grade, or level ballast on railroad tracks.Robots: structured workplaces5% of time
  • Lubricate machines, change oil, or fill hydraulic reservoirs to specified levels.Robots: purpose built settings4% of time
  • Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.Robots: purpose built settings4% of time
  • Weld sections of track together, such as switch points and frogs.Robots: purpose built settings4% of time
  • Dress and reshape worn or damaged railroad switch points or frogs, using portable power grinders.Robots: purpose built settings3% of time
  • Cut rails to specified lengths, using rail saws.Robots: purpose built settings3% of time
  • Drill holes through rails, tie plates, or fishplates for insertion of bolts or spikes, using power drills.Robots: purpose built settings3% of time
  • Grind ends of new or worn rails to attain smooth joints, using portable grinders.Robots: structured workplaces3% of time
  • Observe leveling indicator arms to verify levelness and alignment of tracks.Robots: structured workplaces3% of time
  • Engage mechanisms that lay tracks or rails to specified gauges.Robots: purpose built settings3% of time
  • Drive vehicles that automatically move and lay tracks or rails over sections of track to be constructed, repaired, or maintained.Robots: purpose built settings3% of time
  • Turn wheels of machines, using lever controls, to adjust guidelines for track alignments or grades, following specifications.Robots: almost anywhere3% of time
  • Push controls to close grasping devices on track or rail sections so that they can be raised or moved.Robots: purpose built settings3% of time
  • Spray ties, fishplates, or joints with oil to protect them from weathering.Robots: structured workplaces1% of time
  • String and attach wire-guidelines machine to rails so that tracks or rails can be aligned or leveled.Robots: structured workplaces1% of time
  • Operate tie-adzing machines to cut ties and permit insertion of fishplates that hold rails.Robots: purpose built settings1% of time
  • Paint railroad signs, such as speed limits or gate-crossing warnings.Robots: purpose built settingsunder 1% of time

Still needs a person3 · 14% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Clean tracks or clear ice or snow from tracks or switch boxes.5% of time
  • Clean or make minor repairs to machines or equipment.5% of time
  • Operate single- or multiple-head spike pullers to pull old spikes from ties.3% of time

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What this means

Little of this work suits AI. The bigger change here is robots: today's robots can technically do 86% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Keep an eye on the 23 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 3 tasks that stay human. This is where your judgment, skill and relationships matter most.
Highway Maintenance Workers0%Hazardous Materials Removal Workers4%Fence Erectors5%Segmental Pavers7%Septic Tank Servicers and Sewer Pipe Cleaners9%Elevator and Escalator Installers and Repairers13%

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