Takeover Tracker

vs

56 shared · 16 different

core competencies

44%medium risk
Locomotive Firers

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsLocomotive Firers
Risk Score38.2%44.0%
Risk TierMedium RiskMedium Risk
Risk Percentile76th90th
Tasks at Risk (>50%)5 / 158 / 11
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Operating Vehicles, Mechanized Devices, or Equipment
Documenting/Recording Information
Judging the Qualities of Things, Services, or People
Customer and Personal Service
Inspecting Equipment, Structures, or Material
Handling and Moving Objects
Identifying Objects, Actions, and Events
Estimating the Quantifiable Characteristics of Products, Events, or Information
Static Strength
Monitor Processes, Materials, or Surroundings
Response Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Locomotive Firers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Railroad Brake, Signal, and Switch Operators

5 of 15 at risk
86%Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.
86%Monitor oil, air, and steam pressure gauges, and make sure water levels are adequate.
76%Watch for and relay traffic signals to start and stop cars during shunting.
74%Observe signals from other crew members so that work activities can be coordinated.
59%Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.

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.

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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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