Pipelayers vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Pipelayers

49 shared · 11 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Pipelayers leads 4–1

Metric	Pipelayers	Engine and Other Machine Assemblers
Risk Score	21.6%	38.2%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	10th	76th
Tasks at Risk (>50%)	3 / 14	8 / 12
Median Salary	$48,710	$52,540
Employment	34K	38K

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipelayers2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Pipelayers has a longer runway before significant displacement, projected 0 years later than Engine and Other Machine Assemblers.

Risk-Adjusted Salary

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

Pipelayers

$38,189

from $48,710

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Pipelayers offers $5,708 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Pipelayers

Unique to Engine

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Fine Manipulation

Creativity

PipelayersEngine and Other Machine Assemblers

Find transitions from Pipelayers Find transitions from Engine and Other Machine Assemblers