Takeover Tracker
vs

60 shared · 14 different

core competencies

22%low risk
Pipelayers

Side-by-Side Comparison

MetricConstruction CarpentersPipelayers
Risk Score20.8%21.6%
Risk TierLow RiskLow Risk
Risk Percentile8th10th
Tasks at Risk (>50%)7 / 153 / 14
Median Salary$59,310$48,710
Employment698K34K

Skill Comparison

|

Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Coordinating the Work and Activities of Others
English Language
Guiding, Directing, and Motivating Subordinates
Building and Construction
Design
Handling and Moving Objects
Performing General Physical Activities
Scheduling Work and Activities
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Carpenters

28%

total discount

Pipelayers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

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 -$10,600(-18%) vs Construction Carpenters
Construction CarpentersPipelayers
10th
$38,760$36,840
25th
$47,550$42,320
Median
$59,310$48,710
75th
$75,620$60,980
90th
$98,370$80,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Carpenters20282035
Pipelayers20282035
20242030203520402045

Construction Carpenters has a longer runway before significant displacement, projected 0 years later than Pipelayers.

Risk-Adjusted Salary

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

Construction Carpenters

$46,956

from $59,310

Pipelayers

$38,189

from $48,710

After adjusting for AI risk, Construction Carpenters offers $8,767 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Pipelayers

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Construction CarpentersPipelayers