Takeover Tracker

vs

58 shared · 17 different

core competencies

Side-by-Side Comparison

MetricIndustrial Truck and Tractor OperatorsRail Yard Engineers, Dinkey Operators, and Hostlers
Risk Score45.6%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile92th51th
Tasks at Risk (>50%)8 / 118 / 15
Median Salary$46,390$58,030
Employment806K3K

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

Industrial Truck and Tractor Operators

25%

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

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.

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

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