Takeover Tracker

vs

58 shared · 17 different

core competencies

Side-by-Side Comparison

MetricRail Yard Engineers, Dinkey Operators, and HostlersIndustrial Truck and Tractor Operators
Risk Score31.9%45.6%
Risk TierMedium RiskMedium Risk
Risk Percentile51th92th
Tasks at Risk (>50%)8 / 158 / 11
Median Salary$58,030$46,390
Employment3K806K

Skill Comparison

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Sorted by largest difference

Transportation
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Oral Expression
Quality Control Analysis
Complex Problem SolvingAI-Resistant
Visual Color Discrimination
Oral Comprehension
Speech Clarity
Problem Sensitivity
Gross Body Equilibrium
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail Yard Engineers, Dinkey Operators, and Hostlers

29%

total discount

Industrial Truck and Tractor Operators

25%

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.

Industrial Truck and Tractor Operators

8 of 11 at risk
87%Weigh materials or products and record weight or other production data on tags or labels.
63%Manually or mechanically load or unload materials from pallets, skids, platforms, cars, lifting devices, or other transport vehicles.
63%Move controls to drive gasoline- or electric-powered trucks, cars, or tractors and transport materials between loading, processing, and storage areas.
61%Move levers or controls that operate lifting devices, such as forklifts, lift beams with swivel-hooks, hoists, or elevating platforms, to load, unload, transport, or stack material.
61%Inspect product load for accuracy and safely move it around the warehouse or facility to ensure timely and complete delivery.

Wage Comparison

Industrial Truck and Tractor Operators earns -$11,640(-20%) vs Rail Yard Engineers, Dinkey Operators, and Hostlers
Rail Yard Engineers, Dinkey Operators, and HostlersIndustrial Truck and Tractor Operators
10th
$44,510$36,500
25th
$51,770$39,780
Median
$58,030$46,390
75th
$65,530$53,680
90th
$79,070$61,540

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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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Rail Yard Engineers, Dinkey Operators, and Hostlers: Not yetIndustrial Truck and Tractor Operators: Not yet