Takeover Tracker

44%medium risk
Locomotive Firers
vs

55 shared · 16 different

core competencies

Side-by-Side Comparison

MetricLocomotive FirersRailroad Conductors and Yardmasters
Risk Score44.0%40.4%
Risk TierMedium RiskMedium Risk
Risk Percentile90th82th
Tasks at Risk (>50%)8 / 118 / 15
Median SalaryN/A$74,080
EmploymentN/A43K

Skill Comparison

|

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

Locomotive Firers

26%

total discount

Railroad Conductors and Yardmasters

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Locomotive FirersRailroad Conductors and Yardmasters
10th
N/A$53,490
25th
N/A$63,480
Median
N/A$74,080
75th
N/A$82,060
90th
N/A$103,350

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Locomotive Firers: Not yetRailroad Conductors and Yardmasters: Not yet