Takeover Tracker
22%low risk
Pipelayers
vs

54 shared · 12 different

core competencies

30%medium risk
Maintenance Workers, Machinery

Side-by-Side Comparison

MetricPipelayersMaintenance Workers, Machinery
Risk Score21.6%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile10th37th
Tasks at Risk (>50%)3 / 1410 / 15
Median Salary$48,710$60,500
Employment34K57K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Repairing and Maintaining Mechanical Equipment
Equipment MaintenanceAI-Resistant
Handling and Moving Objects
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Electronic Equipment
Performing General Physical Activities
Evaluating Information to Determine Compliance with Standards
Repairing
Customer and Personal Service
Organizing, Planning, and Prioritizing Work
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipelayers

28%

total discount

Maintenance Workers, Machinery

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 +$11,790(+24%) vs Pipelayers
PipelayersMaintenance Workers, Machinery
10th
$36,840$40,080
25th
$42,320$48,600
Median
$48,710$60,500
75th
$60,980$72,260
90th
$80,710$83,560

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipelayers2028–2035
Maintenance Workers, Machinery2028–2035
20242030203520402045

Pipelayers has a longer runway before significant displacement, projected 0 years later than Maintenance Workers, Machinery.

Risk-Adjusted Salary

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

Pipelayers

$38,189

from $48,710

Maintenance Workers, Machinery

$42,562

from $60,500

After adjusting for AI risk, Maintenance Workers, Machinery offers $4,373 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pipelayers

0

Unique to Maintenance

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
PipelayersMaintenance Workers, Machinery
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