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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Railroad Conductors and Yardmasters20282035
Locomotive Firers20282035
20242030203520402045

Railroad Conductors and Yardmasters has a longer runway before significant displacement, projected 0 years later than Locomotive Firers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Railroad

0

Unique to Locomotive

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Creativity
Regulatory Barriers
Fine Manipulation
Railroad Conductors and YardmastersLocomotive Firers
Railroad Conductors and Yardmasters vs Locomotive Firers AI Risk — Takeover Tracker