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Transport & Logistics · Updated Aug 2026

Railroad Conductors and Yardmasters

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.

JVS 2.0.0-phase4b
AI Exposure
54/100
Moderate

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
42/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence83/100
Task coverage88%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.High
68
Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.High
69
Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.High
69
Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.High
69
Operate controls to activate track switches and traffic signals.High
67
Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.Medium
67
Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.Medium
69
Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.Medium
69
Arrange for the removal of defective cars from trains at stations or stops.High
69
Document and prepare reports of accidents, unscheduled stops, or delays.Medium
68
Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation.High
54
Observe yard traffic to determine tracks available to accommodate inbound and outbound traffic.High
37
Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.High
31
Inspect freight cars for compliance with sealing procedures, and record car numbers and seal numbers.Medium
51
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.High
21
Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.High
21
Supervise and coordinate crew activities to transport freight and passengers and to provide boarding, porter, maid, and meal services to passengers.Medium
20
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.69
  2. Direct and instruct workers engaged in yard activities, such as switching tracks, coupling and uncoupling cars, and routing inbound and outbound traffic.69
  3. Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.69
  4. Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.69
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Supervise and coordinate crew activities to transport freight and passengers and to provide boarding, porter, maid, and meal services to passengers.01
  2. 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.02
  3. Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains.03
  4. Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.04
  5. Observe yard traffic to determine tracks available to accommodate inbound and outbound traffic.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency75
Physical dependency64
Adoption pressure47
Labour-market resilience69
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence83/100
CalculatedAug 21, 2026
Read methodology →