Takeover Tracker

vs

70 shared · 9 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsRail Yard Engineers, Dinkey Operators, and Hostlers
Risk Score38.2%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile76th51th
Tasks at Risk (>50%)5 / 158 / 15
Median SalaryN/A$58,030
EmploymentN/A3K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Performing General Physical Activities
Controlling Machines and Processes
Identifying Objects, Actions, and Events
English Language
Monitor Processes, Materials, or Surroundings
Telecommunications
Documenting/Recording Information
Response Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Rail Yard Engineers, Dinkey Operators, and Hostlers

29%

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.

Rail Yard Engineers, Dinkey Operators, and Hostlers

8 of 15 at risk
88%Read switching instructions and daily car schedules to determine work to be performed, or receive orders from yard conductors.
88%Observe water levels and oil, air, and steam pressure gauges to ensure proper operation of equipment.
86%Inspect track for defects such as broken rails and switch malfunctions.
84%Observe and respond to wayside and cab signals, including color light signals, position signals, torpedoes, flags, and hot box detectors.
84%Inspect the condition of stationary trains, rolling stock, and equipment.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsRail Yard Engineers, Dinkey Operators, and Hostlers
10th
N/A$44,510
25th
N/A$51,770
Median
N/A$58,030
75th
N/A$65,530
90th
N/A$79,070

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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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Railroad Brake, Signal, and Switch Operators: Not yetRail Yard Engineers, Dinkey Operators, and Hostlers: Not yet