Pipe Fitters and Steamfitters vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Pipe Fitters and Steamfitters

57 shared · 13 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Pipe Fitters and Steamfitters leads 5–0

Metric	Pipe Fitters and Steamfitters	Engine and Other Machine Assemblers
Risk Score	17.8%	38.2%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	3th	76th
Tasks at Risk (>50%)	3 / 15	8 / 12
Median Salary	$62,970	$52,540
Employment	456K	38K

Skill Comparison

Sorted by largest difference

Building and Construction

Design

Inspecting Equipment, Structures, or Material

Performing General Physical Activities

Coordinating the Work and Activities of Others

Identifying Objects, Actions, and Events

Monitor Processes, Materials, or Surroundings

Production and Processing

Oral Comprehension

Thinking Creatively

Fluency of Ideas

Originality

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipe Fitters and Steamfitters

29%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pipe Fitters and Steamfitters

3 of 15 at risk

86%Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.

55%Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.

51%Plan pipe system layout, installation, or repair, according to specifications.

43%Inspect work sites for obstructions or holes that could cause structural weakness.

39%Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.

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 -$10,430(-17%) vs Pipe Fitters and Steamfitters

Pipe Fitters and SteamfittersEngine and Other Machine Assemblers

10th

$40,670$37,950

25th

$48,860$42,790

Median

$62,970$52,540

75th

$81,900$70,050

90th

$105,150$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipe Fitters and Steamfitters2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Pipe Fitters and Steamfitters 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%)

Pipe Fitters and Steamfitters

$51,774

from $62,970

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Pipe Fitters and Steamfitters offers $19,294 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Pipe

Unique to Engine

Combined Protection Strategy

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

Creativity

Social Intelligence

Decision Complexity

Regulatory Barriers

Pipe Fitters and SteamfittersEngine and Other Machine Assemblers

Find transitions from Pipe Fitters and Steamfitters Find transitions from Engine and Other Machine Assemblers