Takeover Tracker

vs

43 shared · 30 different

core competencies

Side-by-Side Comparison

MetricPile-Driver OperatorsWelders, Cutters, and Welder Fitters
Risk Score19.8%21.4%
Risk TierLow RiskLow Risk
Risk Percentile6th10th
Tasks at Risk (>50%)1 / 55 / 15
Median Salary$70,510$51,000
Employment3K424K

Skill Comparison

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Sorted by largest difference

Building and Construction
Inspecting Equipment, Structures, or Material
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Public Safety and Security
Transportation
Operation Monitoring
Depth Perception
Identifying Objects, Actions, and Events
Rate Control
Operation and Control
Reaction Time

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Welders, Cutters, and Welder Fitters

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.

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

Wage Comparison

Welders, Cutters, and Welder Fitters earns -$19,510(-28%) vs Pile-Driver Operators
Pile-Driver OperatorsWelders, Cutters, and Welder Fitters
10th
$46,690$38,130
25th
$54,750$45,580
Median
$70,510$51,000
75th
$103,960$61,610
90th
$121,990$75,850

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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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