Takeover Tracker
vs

46 shared · 23 different

core competencies

22%low risk
Pipelayers

Side-by-Side Comparison

MetricPile-Driver OperatorsPipelayers
Risk Score19.8%21.6%
Risk TierLow RiskLow Risk
Risk Percentile6th10th
Tasks at Risk (>50%)1 / 53 / 14
Median Salary$70,510$48,710
Employment3K34K

Skill Comparison

|

Sorted by largest difference

Transportation
Response Orientation
Repairing and Maintaining Mechanical Equipment
Documenting/Recording Information
Processing Information
Operating Vehicles, Mechanized Devices, or Equipment
Organizing, Planning, and Prioritizing Work
Depth Perception
Multilimb Coordination
Engineering and Technology
Controlling Machines and Processes
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Pipelayers

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.

Pipelayers

3 of 14 at risk
84%Lay out pipe routes, following written instructions or blueprints and coordinating layouts with supervisors.
74%Check slopes for conformance to requirements, using levels or lasers.
74%Locate existing pipes needing repair or replacement, using magnetic or radio indicators.
49%Cover pipes with earth or other materials.
49%Dig trenches to desired or required depths, by hand or using trenching tools.

Wage Comparison

Pipelayers earns -$21,800(-31%) vs Pile-Driver Operators
Pile-Driver OperatorsPipelayers
10th
$46,690$36,840
25th
$54,750$42,320
Median
$70,510$48,710
75th
$103,960$60,980
90th
$121,990$80,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pile-Driver Operators20282035
Pipelayers20282035
20242030203520402045

Pile-Driver Operators has a longer runway before significant displacement, projected 0 years later than Pipelayers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Pile-Driver Operators

$56,584

from $70,510

Pipelayers

$38,189

from $48,710

After adjusting for AI risk, Pile-Driver Operators offers $18,396 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pile-Driver

0

Unique to Pipelayers

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Regulatory Barriers
Fine Manipulation
Creativity
Pile-Driver OperatorsPipelayers