Will AI replace Railroad Conductors and Yardmasters?

AI can do 52% of the work Railroad Conductors and Yardmasters do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 9 of them. Robots can technically handle 2 physical tasks. 9 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 next9 · 52% of time

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

  • Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.8% of time
  • Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.8% of time
  • Keep records of the contents and destination of each train car, and make sure that cars are added or removed at proper points on routes.7% of time
  • Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.7% of time
  • Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.7% of time
  • Supervise and coordinate crew activities to transport freight and passengers and to provide boarding, porter, maid, and meal services to passengers.5% of time
  • Document and prepare reports of accidents, unscheduled stops, or delays.4% of time
  • Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.4% of time
  • Inspect freight cars for compliance with sealing procedures, and record car numbers and seal numbers.2% of time

Robots can technically do this2 · 12% 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.

  • Operate controls to activate track switches and traffic signals.Robots: structured workplaces7% of time
  • Inspect each car periodically during runs.Robots: purpose built settings5% of time

Still needs a person9 · 36% 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.

  • Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.8% of time
  • Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.6% of time
  • Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.5% of time
  • Observe yard traffic to determine tracks available to accommodate inbound and outbound traffic.5% of time
  • Confirm routes and destination information for freight cars.5% of time
  • Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation.4% of time
  • Arrange for the removal of defective cars from trains at stations or stops.2% of time
  • Instruct workers to set warning signals in front and at rear of trains during emergency stops.1% of time
  • Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.1% of time

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 0 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Get ahead on the 9 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 2 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 9 tasks that stay human. This is where your judgment, skill and relationships matter most.
Locomotive Engineers40%Subway and Streetcar Operators10%Rail Yard Engineers, Dinkey Operators, and Hostlers8%Railroad Brake, Signal, and Switch Operators and Locomotive Firers7%First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand54%First-Line Supervisors of Material-Moving Machine and Vehicle Operators54%

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