Railroad Conductors and Yardmasters

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 2 (9%)
• AI can speed this up with extra software: 8 (36%)
• Little or no AI speed-up: 12 (55%)

• Document and prepare reports of accidents, unscheduled stops, or delays.AI can speed this up on its own · core task
• Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.AI can speed this up on its own · supplemental task
• Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.AI can speed this up with extra software · core task
• Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.AI can speed this up with extra software · core task
• Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.AI can speed this up with extra software · core task
• 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.AI can speed this up with extra software · core task
• Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.AI can speed this up with extra software · core task
• Confirm routes and destination information for freight cars.AI can speed this up with extra software · core task
• Observe yard traffic to determine tracks available to accommodate inbound and outbound traffic.AI can speed this up with extra software · supplemental task
• Inspect freight cars for compliance with sealing procedures, and record car numbers and seal numbers.AI can speed this up with extra software · supplemental task
• Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.Little or no AI speed-up · core task
• Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.Little or no AI speed-up · core task
• Operate controls to activate track switches and traffic signals.Little or no AI speed-up · core task
• Arrange for the removal of defective cars from trains at stations or stops.Little or no AI speed-up · core task
• Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.Little or no AI speed-up · core task
• Inspect each car periodically during runs.Little or no AI speed-up · core task
• Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.Little or no AI speed-up · core task
• Instruct workers to set warning signals in front and at rear of trains during emergency stops.Little or no AI speed-up · supplemental task
• Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation.Little or no AI speed-up · supplemental task
• Supervise and coordinate crew activities to transport freight and passengers and to provide boarding, porter, maid, and meal services to passengers.Little or no AI speed-up · supplemental task
• Collect tickets, fares, or passes from passengers.Little or no AI speed-up · supplemental task
• Instruct workers to regulate air conditioning, lighting, and heating in passenger cars to ensure passengers' comfort.Little or no AI speed-up · supplemental task

Questions about railroad conductors and yardmasters and AI