Takeover Tracker

vs

62 shared · 16 different

core competencies

Side-by-Side Comparison

MetricRail Yard Engineers, Dinkey Operators, and HostlersCrane and Tower Operators
Risk Score31.9%23.8%
Risk TierMedium RiskLow Risk
Risk Percentile51th16th
Tasks at Risk (>50%)8 / 155 / 12
Median Salary$58,030$66,370
Employment3K42K

Skill Comparison

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Sorted by largest difference

Transportation
Operating Vehicles, Mechanized Devices, or Equipment
Mechanical
Repairing and Maintaining Mechanical Equipment
Training and Teaching Others
English Language
Telecommunications
Public Safety and Security
Coaching and Developing Others
Coordinating the Work and Activities of Others
MathematicsAI-Vulnerable
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail Yard Engineers, Dinkey Operators, and Hostlers

29%

total discount

Crane and Tower 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.

Crane and Tower Operators

5 of 12 at risk
88%Determine load weights and check them against lifting capacities to prevent overload.
88%Weigh bundles, using floor scales, and record weights for company records.
86%Review daily work or delivery schedules to determine orders, sequences of deliveries, or special loading instructions.
84%Inspect bundle packaging for conformance to regulations or customer requirements and remove and batch packaging tickets.
57%Load or unload bundles from trucks or move containers to storage bins, using moving equipment.

Wage Comparison

Crane and Tower Operators earns +$8,340(+14%) vs Rail Yard Engineers, Dinkey Operators, and Hostlers
Rail Yard Engineers, Dinkey Operators, and HostlersCrane and Tower Operators
10th
$44,510$41,670
25th
$51,770$50,970
Median
$58,030$66,370
75th
$65,530$81,630
90th
$79,070$102,400

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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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