Takeover Tracker

vs

63 shared · 22 different

core competencies

Side-by-Side Comparison

MetricRail Yard Engineers, Dinkey Operators, and HostlersSailors and Marine Oilers
Risk Score31.9%30.7%
Risk TierMedium RiskMedium Risk
Risk Percentile51th43th
Tasks at Risk (>50%)8 / 155 / 15
Median Salary$58,030$49,610
Employment3K31K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Transportation
Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Establishing and Maintaining Interpersonal Relationships
Estimating the Quantifiable Characteristics of Products, Events, or Information
Evaluating Information to Determine Compliance with Standards
Telecommunications
English Language
Making Decisions and Solving Problems
Identifying Objects, Actions, and Events
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail Yard Engineers, Dinkey Operators, and Hostlers

29%

total discount

Sailors and Marine Oilers

30%

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.

Sailors and Marine Oilers

5 of 15 at risk
87%Read pressure and temperature gauges or displays and record data in engineering logs.
87%Examine machinery to verify specified pressures or lubricant flows.
87%Relay specified signals to other ships, using visual signaling devices, such as blinker lights or semaphores.
85%Stand watch in ships' bows or bridge wings to look for obstructions in a ship's path or to locate navigational aids, such as buoys or lighthouses.
85%Stand by wheels when ships are on automatic pilot and verify accuracy of courses, using magnetic compasses.

Wage Comparison

Sailors and Marine Oilers earns -$8,420(-15%) vs Rail Yard Engineers, Dinkey Operators, and Hostlers
Rail Yard Engineers, Dinkey Operators, and HostlersSailors and Marine Oilers
10th
$44,510$33,350
25th
$51,770$38,450
Median
$58,030$49,610
75th
$65,530$65,370
90th
$79,070$81,890

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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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