Takeover Tracker

vs

47 shared · 15 different

core competencies

Side-by-Side Comparison

MetricOperating Engineers and Other Construction Equipment OperatorsPile-Driver Operators
Risk Score23.0%19.8%
Risk TierLow RiskLow Risk
Risk Percentile14th6th
Tasks at Risk (>50%)6 / 151 / 5
Median Salary$58,710$70,510
Employment469K3K

Skill Comparison

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Sorted by largest difference

Transportation
Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Performing General Physical Activities
Engineering and Technology
Identifying Objects, Actions, and Events
Building and Construction
MathematicsAI-Vulnerable
Handling and Moving Objects
Design
Coordinating the Work and Activities of Others
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Operating Engineers and Other Construction Equipment Operators

25%

total discount

Pile-Driver Operators

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Operating Engineers and Other Construction Equipment Operators

6 of 15 at risk
87%Keep records of material or equipment usage or problems encountered.
86%Test atmosphere for adequate oxygen or explosive conditions when working in confined spaces.
85%Monitor operations to ensure that health and safety standards are met.
84%Learn and follow safety regulations.
84%Locate underground services, such as pipes or wires, prior to beginning work.

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 +$11,800(+20%) vs Operating Engineers and Other Construction Equipment Operators
Operating Engineers and Other Construction Equipment OperatorsPile-Driver Operators
10th
$40,080$46,690
25th
$47,780$54,750
Median
$58,710$70,510
75th
$75,750$103,960
90th
$100,690$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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