Takeover Tracker

16%low risk
Boilermakers
vs

58 shared · 22 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricBoilermakersMachinists
Risk Score16.1%36.8%
Risk TierLow RiskMedium Risk
Risk Percentile2th71th
Tasks at Risk (>50%)3 / 159 / 15
Median Salary$73,340$56,150
Employment10K299K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Repairing and Maintaining Mechanical Equipment
Developing Objectives and Strategies
Monitor Processes, Materials, or Surroundings
Handling and Moving Objects
Organizing, Planning, and Prioritizing Work
Developing and Building Teams
Operating Vehicles, Mechanized Devices, or Equipment
Design
Judging the Qualities of Things, Services, or People
Scheduling Work and Activities
Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Boilermakers

30%

total discount

Machinists

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.

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

Wage Comparison

Machinists earns -$17,190(-23%) vs Boilermakers
BoilermakersMachinists
10th
$48,390$38,100
25th
$62,230$46,250
Median
$73,340$56,150
75th
$93,520$64,910
90th
$107,600$78,760

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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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