Takeover Tracker

vs

55 shared · 16 different

core competencies

44%medium risk
Locomotive Firers

Side-by-Side Comparison

MetricRailroad Conductors and YardmastersLocomotive Firers
Risk Score40.4%44.0%
Risk TierMedium RiskMedium Risk
Risk Percentile82th90th
Tasks at Risk (>50%)8 / 158 / 11
Median Salary$74,080N/A
Employment43KN/A

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Performing General Physical Activities
Documenting/Recording Information
CoordinationAI-Resistant
Response Orientation
Making Decisions and Solving Problems
Education and Training
Mechanical
Evaluating Information to Determine Compliance with Standards
Handling and Moving Objects
Controlling Machines and Processes
PersuasionAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Conductors and Yardmasters

28%

total discount

Locomotive Firers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Railroad Conductors and Yardmasters

8 of 15 at risk
88%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.
88%Confirm routes and destination information for freight cars.
86%Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices.
86%Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes.
86%Review schedules, switching orders, way bills, and shipping records to obtain cargo loading and unloading information and to plan work.

Locomotive Firers

8 of 11 at risk
88%Monitor oil, temperature, and pressure gauges on dashboards to determine if engines are operating safely and efficiently.
77%Observe train signals along routes and verify their meanings for engineers.
74%Receive signals from workers in rear of train and relay that information to engineers.
69%Start diesel engines to warm engines before runs.
57%Inspect locomotives to detect damaged or worn parts.

Wage Comparison

Railroad Conductors and YardmastersLocomotive Firers
10th
$53,490N/A
25th
$63,480N/A
Median
$74,080N/A
75th
$82,060N/A
90th
$103,350N/A

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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