Takeover Tracker

vs

66 shared · 14 different

core competencies

Side-by-Side Comparison

MetricPile-Driver OperatorsRail-Track Laying and Maintenance Equipment Operators
Risk Score19.8%29.8%
Risk TierLow RiskMedium Risk
Risk Percentile6th38th
Tasks at Risk (>50%)1 / 54 / 15
Median Salary$70,510$67,370
Employment3K16K

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

Pile-Driver Operators

26%

total discount

Rail-Track Laying and Maintenance Equipment Operators

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Rail-Track Laying and Maintenance Equipment Operators earns -$3,140(-4%) vs Pile-Driver Operators
Pile-Driver OperatorsRail-Track Laying and Maintenance Equipment Operators
10th
$46,690$45,720
25th
$54,750$51,630
Median
$70,510$67,370
75th
$103,960$79,330
90th
$121,990$84,840

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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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