Takeover Tracker

vs

46 shared · 24 different

core competencies

Side-by-Side Comparison

MetricPile-Driver OperatorsMaintenance Workers, Machinery
Risk Score19.8%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile6th37th
Tasks at Risk (>50%)1 / 510 / 15
Median Salary$70,510$60,500
Employment3K57K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Building and Construction
Transportation
Depth Perception
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Electronic Equipment
Processing Information
Multilimb Coordination
Reaction Time
Repairing
Control Precision
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Maintenance Workers, Machinery

27%

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.

Maintenance Workers, Machinery

10 of 15 at risk
88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.
86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.
86%Record production, repair, and machine maintenance information.
61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.
57%Set up and operate machines, and adjust controls to regulate operations.

Wage Comparison

Maintenance Workers, Machinery earns -$10,010(-14%) vs Pile-Driver Operators
Pile-Driver OperatorsMaintenance Workers, Machinery
10th
$46,690$40,080
25th
$54,750$48,600
Median
$70,510$60,500
75th
$103,960$72,260
90th
$121,990$83,560

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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