Railroad Conductors and Yardmasters

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• 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.75
• Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.70
• Confirm routes and destination information for freight cars.65

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.60
• Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.55
• Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.50

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals.15
• Inspect each car periodically during runs.15
• Instruct workers to set warning signals in front and at rear of trains during emergency stops.15

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 38 puts Railroad Conductors and Yardmasters in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 5 of 20 analyzed tasks lean automatable, 4 augmentable, and 11 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $78,000median wage
• 46,440employed
• 3,100annual openings
• +1.1%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Subway and Streetcar Operators 32
• First-Line Supervisors of Material-Moving Machine and Vehicle Operators 35
• Dispatchers, Except Police, Fire, and Ambulance 50
• Air Traffic Controllers 20
• Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation 35
• Traffic Technicians 39

How this score was calculated

FAQ — Railroad Conductors and Yardmasters

Will AI replace Railroad Conductors and Yardmasters?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 38 mean for a Railroad Conductors and Yardmasters?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 38 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: 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; Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations; Confirm routes and destination information for freight cars. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals; Inspect each car periodically during runs; Instruct workers to set warning signals in front and at rear of trains during emergency stops. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.