Takeover Tracker
vs

70 shared · 9 different

core competencies

Side-by-Side Comparison

MetricRail Yard Engineers, Dinkey Operators, and HostlersRailroad Brake, Signal, and Switch Operators
Risk Score31.9%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile51th76th
Tasks at Risk (>50%)8 / 155 / 15
Median Salary$58,030N/A
Employment3KN/A

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

Rail Yard Engineers, Dinkey Operators, and Hostlers

29%

total discount

Railroad Brake, Signal, and Switch Operators

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Rail Yard Engineers, Dinkey Operators, and Hostlers20282035
Railroad Brake, Signal, and Switch Operators20282035
20242030203520402045

Rail Yard Engineers, Dinkey Operators, and Hostlers has a longer runway before significant displacement, projected 0 years later than Railroad Brake, Signal, and Switch Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Rail

0

Unique to Railroad

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Rail Yard Engineers, Dinkey Operators, and HostlersRailroad Brake, Signal, and Switch Operators