Takeover Tracker
vs

54 shared · 10 different

core competencies

22%low risk
Pipelayers

Side-by-Side Comparison

MetricConstruction LaborersPipelayers
Risk Score17.8%21.6%
Risk TierLow RiskLow Risk
Risk Percentile4th10th
Tasks at Risk (>50%)3 / 153 / 14
Median Salary$46,730$48,710
Employment1.1M34K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Establishing and Maintaining Interpersonal Relationships
Evaluating Information to Determine Compliance with Standards
Mechanical
Manual DexterityAI-Resistant
Static Strength
Education and Training
Handling and Moving Objects
Quality Control Analysis
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Laborers

26%

total discount

Pipelayers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Laborers

3 of 15 at risk
71%Measure, mark, or record openings or distances to layout areas where construction work will be performed.
70%Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.
68%Read plans, instructions, or specifications to determine work activities.
49%Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.
47%Control traffic passing near, in, or around work zones.

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 +$1,980(+4%) vs Construction Laborers
Construction LaborersPipelayers
10th
$34,200$36,840
25th
$38,100$42,320
Median
$46,730$48,710
75th
$58,910$60,980
90th
$77,530$80,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Laborers20282035
Pipelayers20282035
20242030203520402045

Construction Laborers 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 Laborers

$38,412

from $46,730

Pipelayers

$38,189

from $48,710

After adjusting for AI risk, Construction Laborers offers $223 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

Social Intelligence
Decision Complexity
Creativity
Fine Manipulation
Construction LaborersPipelayers