Coordinate activities of switch-engine crew within railroad yard, industrial plant, or similar location. Conductors coordinate activities of train crew on passenger or freight trains. Yardmasters review train schedules and switching orders and coordinate activities of workers engaged in railroad traffic operations, such as the makeup or breakup of trains and yard switching.
U.S. Workers
42,710
Median Salary
$74,080
10-Year Growth
+1.1%
Annual Openings
3,100
Typical entry: High school diploma or equivalent
22 of 22 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.
AI: Fully automatable - AI systems can fully receive, aggregate, and triage information from dispatchers and electronic monitoring devices in real time.
Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.
AI: Fully automatable - AI can fully receive, transcribe, interpret, log, and act on digital or voice-dispatched instructions about routes, timetables, and cargoes.
Operate controls to activate track switches and traffic signals.
AI: Fully automatable - AI can operate remote control systems and automated interlocking to activate track switches and signals given proper system integration and safety interlocks.
Observe yard traffic to determine tracks available to accommodate inbound and outbound traffic.
AI: Fully automatable - Computer vision and track-sensing systems enable AI to observe yard traffic and determine available tracks for inbound and outbound movements in real time.
Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.
AI: Fully automatable - AI systems can ingest schedules, switching orders, waybills, and shipping records and automatically generate cargo loading/unloading information and work plans.
Confirm routes and destination information for freight cars.
AI: Fully automatable - AI can cross-reference manifests, tracking feeds, and routing databases to confirm routes and destination information for freight cars.
Document and prepare reports of accidents, unscheduled stops, or delays.
AI: Fully automatable - AI can compile logs, sensor data, communications, and operator inputs to document and prepare formal reports of accidents, unscheduled stops, or delays.
Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.
AI: Fully automatable - Automated ticketing systems, sensors, and logging tools allow AI to reliably record departure/arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.
Instruct workers to regulate air conditioning, lighting, and heating in passenger cars to ensure passengers' comfort.
AI: Fully automatable - Building management systems and AI can monitor environmental sensors and adjust HVAC and lighting or send instructions to staff, allowing full automation of passenger comfort controls.
Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.
AI: Partial - AI can automate telecommunications-based commands and integrate with automated train-control systems, but cannot reliably replicate physical hand signaling or assume full safety/legal responsibility by 2025.
Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.
AI: Partial - AI can analyze routes, timetables, cargo constraints, and propose alternatives when defects are detected and can participate in communications, but human judgment and authority remain necessary for complex or novel decisions.
Instruct workers to set warning signals in front and at rear of trains during emergency stops.
AI: Partial - AI can issue automated emergency alerts and instructions but cannot ensure on-the-ground workers set warning signals or adapt instructions in unpredictable, safety-critical situations without human oversight.
Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.
AI: Partial - AI can generate optimized instructions, schedules, and tasking for yard activities and communicate them to workers, but cannot fully replace on-site human supervision for dynamic, safety-critical physical tasks.
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: Partial - AI can maintain manifests, track car contents and destinations, and detect deviations, but ensuring physical addition/removal of cars and resolving on-the-ground exceptions still requires human oversight.
Arrange for the removal of defective cars from trains at stations or stops.
AI: Partial - AI can detect defective cars and coordinate logistics, notifications, and scheduling for removal, but physical removal and final safety decisions are performed by human crews.
Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.
AI: Partial - AI can plan optimal shunting moves and instruct engineers digitally, yet complex yard maneuvers and safety-critical coordination typically require human direction and intervention.
Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation.
AI: Partial - AI can schedule, monitor, and analyze inspection and maintenance work but cannot fully replace human supervisors for hands-on oversight, nuanced judgment, and crew leadership.
Inspect each car periodically during runs.
AI: Partial - AI combined with wayside sensors and cameras can detect many defects during runs, but it cannot fully replace comprehensive human visual and tactile inspections for all failure modes as of 2025.
Supervise and coordinate crew activities to transport freight and passengers and to provide boarding, porter, maid, and meal services to passengers.
AI: Partial - AI can coordinate crew assignments and communications but cannot fully perform human supervisory duties or manage passenger-facing services that require interpersonal judgment and on-site management.
Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.
AI: Partial - AI can compare timestamps and send synchronization alerts but cannot reliably perform in-person verification of physical timekeeping instruments with engineers in every operational context.
Inspect freight cars for compliance with sealing procedures and record car numbers and seal numbers.
AI: Partial - Machine vision can read car and seal numbers and flag anomalies, but visual inspection alone may miss tactile tamper-evidence or seal integrity checks, so AI can only partially perform this task.
Collect tickets, fares, or passes from passengers.
AI: Partial - Automated fare collection and validators handle many transactions, but physically collecting tickets or interacting with passengers in person still typically requires humans or specialized robots with dexterity.