Takeover Tracker

vs

57 shared · 13 different

core competencies

Side-by-Side Comparison

MetricPipe Fitters and SteamfittersEngine and Other Machine Assemblers
Risk Score17.8%38.2%
Risk TierLow RiskMedium Risk
Risk Percentile3th76th
Tasks at Risk (>50%)3 / 158 / 12
Median Salary$62,970$52,540
Employment456K38K

Skill Comparison

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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

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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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