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.

• Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.80
• 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.74
• Record departure and arrival times, messages, tickets and revenue collected, and passenger accommodations and destinations.74

Augmentable tasks

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

• Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions.59
• Operate controls to activate track switches and traffic signals.53
• Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.53

Most durable tasks

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

• Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation.33

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 58 puts Railroad Conductors and Yardmasters in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 11 of 20 analyzed tasks lean automatable, 8 augmentable, and 1 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.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

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.

• Locomotive Engineers 51
• Subway and Streetcar Operators 55
• First-Line Supervisors of Material-Moving Machine and Vehicle Operators 68
• Dispatchers, Except Police, Fire, and Ambulance 86
• Air Traffic Controllers 73
• Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation 41

FAQ — Railroad Conductors and Yardmasters

What does a score of 58 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 58 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: Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work; 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. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Supervise workers in the inspection and maintenance of mechanical equipment to ensure efficient and safe train operation. 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.