Boilermakers vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Boilermakers

56 shared · 23 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Boilermakers leads 5–0

Metric	Boilermakers	Grinding and Polishing Workers, Hand
Risk Score	16.1%	37.8%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	2th	75th
Tasks at Risk (>50%)	3 / 15	6 / 15
Median Salary	$73,340	$41,690
Employment	10K	12K

Skill Comparison

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment

Design

MathematicsAI-Vulnerable

Mechanical

Performing General Physical Activities

Developing Objectives and Strategies

Updating and Using Relevant Knowledge

Operating Vehicles, Mechanized Devices, or Equipment

Developing and Building Teams

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

Organizing, Planning, and Prioritizing Work

Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Boilermakers

30%

total discount

Grinding and Polishing Workers, Hand

25%

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk

89%Record product and processing data on specified forms.

85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.

81%Mark defects, such as knotholes, cracks, and splits, for repair.

77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.

77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$31,650(-43%) vs Boilermakers

BoilermakersGrinding and Polishing Workers, Hand

10th

$48,390$32,120

25th

$62,230$36,660

Median

$73,340$41,690

75th

$93,520$48,410

90th

$107,600$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Boilermakers2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Boilermakers has a longer runway before significant displacement, projected 0 years later than Grinding and Polishing Workers, Hand.

Risk-Adjusted Salary

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

Boilermakers

$61,554

from $73,340

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Boilermakers offers $35,640 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Boilermakers

Unique to Grinding

Combined Protection Strategy

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

Decision Complexity

Social Intelligence

Creativity

Fine Manipulation

BoilermakersGrinding and Polishing Workers, Hand

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