Takeover Tracker

vs

66 shared · 14 different

core competencies

Side-by-Side Comparison

MetricRail-Track Laying and Maintenance Equipment OperatorsPile-Driver Operators
Risk Score29.8%19.8%
Risk TierMedium RiskLow Risk
Risk Percentile38th6th
Tasks at Risk (>50%)4 / 151 / 5
Median Salary$67,370$70,510
Employment16K3K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Inspecting Equipment, Structures, or Material
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Building and Construction
Flexibility of Closure
Design
Coordinating the Work and Activities of Others
Identifying Objects, Actions, and Events
Static Strength
Depth Perception
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Pile-Driver Operators

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Rail-Track Laying and Maintenance Equipment Operators

4 of 15 at risk
84%Observe leveling indicator arms to verify levelness and alignment of tracks.
57%Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.
55%Engage mechanisms that lay tracks or rails to specified gauges.
53%Clean, grade, or level ballast on railroad tracks.
49%Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

Pile-Driver Operators

1 of 5 at risk
73%Conduct pre-operational checks on equipment to ensure proper functioning.
41%Move levers and turn valves to activate power hammers, or to raise and lower drophammers that drive piles to required depths.
41%Clean, lubricate, and refill equipment.
9%Move hand and foot levers of hoisting equipment to position piling leads, hoist piling into leads, and position hammers over pilings.
9%Drive pilings to provide support for buildings or other structures, using heavy equipment with a pile driver head.

Wage Comparison

Pile-Driver Operators earns +$3,140(+5%) vs Rail-Track Laying and Maintenance Equipment Operators
Rail-Track Laying and Maintenance Equipment OperatorsPile-Driver Operators
10th
$45,720$46,690
25th
$51,630$54,750
Median
$67,370$70,510
75th
$79,330$103,960
90th
$84,840$121,990

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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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