Takeover Tracker

22%low risk
Pipelayers
vs

49 shared · 11 different

core competencies

Side-by-Side Comparison

MetricPipelayersEngine and Other Machine Assemblers
Risk Score21.6%38.2%
Risk TierLow RiskMedium Risk
Risk Percentile10th76th
Tasks at Risk (>50%)3 / 148 / 12
Median Salary$48,710$52,540
Employment34K38K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Operating Vehicles, Mechanized Devices, or Equipment
Performing General Physical Activities
Production and Processing
MathematicsAI-Vulnerable
Inspecting Equipment, Structures, or Material
Public Safety and Security
Communicating with Supervisors, Peers, or Subordinates
Updating and Using Relevant Knowledge
Monitor Processes, Materials, or Surroundings
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipelayers

28%

total discount

Engine and Other Machine Assemblers

26%

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.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$3,830(+8%) vs Pipelayers
PipelayersEngine and Other Machine Assemblers
10th
$36,840$37,950
25th
$42,320$42,790
Median
$48,710$52,540
75th
$60,980$70,050
90th
$80,710$74,300

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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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