Boilermakers vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Boilermakers

53 shared · 26 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Boilermakers leads 5–0

Metric	Boilermakers	Engine and Other Machine Assemblers
Risk Score	16.1%	38.2%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	2th	76th
Tasks at Risk (>50%)	3 / 15	8 / 12
Median Salary	$73,340	$52,540
Employment	10K	38K

Skill Comparison

Sorted by largest difference

Building and Construction

Developing Objectives and Strategies

Repairing and Maintaining Mechanical Equipment

Design

MathematicsAI-Vulnerable

Organizing, Planning, and Prioritizing Work

Performing General Physical Activities

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Monitor Processes, Materials, or Surroundings

Guiding, Directing, and Motivating Subordinates

Judging the Qualities of Things, Services, or People

Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Boilermakers

30%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Boilermakers

3 of 15 at risk

55%Study blueprints to determine locations, relationships, or dimensions of parts.

51%Examine boilers, pressure vessels, tanks, or vats to locate defects, such as leaks, weak spots, or defective sections, so that they can be repaired.

51%Inspect assembled vessels or individual components, such as tubes, fittings, valves, controls, or auxiliary mechanisms, to locate any defects.

43%Lay out plate, sheet steel, or other heavy metal and locate and mark bending and cutting lines, using protractors, compasses, and drawing instruments or templates.

39%Locate and mark reference points for columns or plates on boiler foundations, following blueprints and using straightedges, squares, transits, or measuring instruments.

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 -$20,800(-28%) vs Boilermakers

BoilermakersEngine and Other Machine Assemblers

10th

$48,390$37,950

25th

$62,230$42,790

Median

$73,340$52,540

75th

$93,520$70,050

90th

$107,600$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Boilermakers2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Boilermakers 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%)

Boilermakers

$61,554

from $73,340

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Boilermakers offers $29,074 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Boilermakers

Unique to Engine

Combined Protection Strategy

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

Decision Complexity

Creativity

Social Intelligence

Fine Manipulation

BoilermakersEngine and Other Machine Assemblers

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