Takeover Tracker

vs

42 shared · 23 different

core competencies

Side-by-Side Comparison

MetricPile-Driver OperatorsRoustabouts, Oil and Gas
Risk Score19.8%24.0%
Risk TierLow RiskLow Risk
Risk Percentile6th17th
Tasks at Risk (>50%)1 / 50 / 15
Median Salary$70,510$47,510
Employment3K45K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Building and Construction
Controlling Machines and Processes
Engineering and Technology
Operation and Control
Transportation
Depth Perception
Making Decisions and Solving Problems
Reaction Time
Operation Monitoring
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Roustabouts, Oil and Gas

25%

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.

Roustabouts, Oil and Gas

0 of 15 at risk
49%Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
49%Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.
49%Dig drainage ditches around wells and storage tanks.
47%Clean trucks used in the fields.
45%Keep pipe deck and main deck areas clean and tidy.

Wage Comparison

Roustabouts, Oil and Gas earns -$23,000(-33%) vs Pile-Driver Operators
Pile-Driver OperatorsRoustabouts, Oil and Gas
10th
$46,690$35,650
25th
$54,750$38,330
Median
$70,510$47,510
75th
$103,960$57,170
90th
$121,990$64,010

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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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