Takeover Tracker

vs

51 shared · 9 different

core competencies

Side-by-Side Comparison

MetricStructural Metal Fabricators and FittersForging Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score29.4%35.5%
Risk TierMedium RiskMedium Risk
Risk Percentile35th67th
Tasks at Risk (>50%)6 / 153 / 13
Median Salary$49,900$49,240
Employment53K9K

Skill Comparison

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Sorted by largest difference

Building and Construction
Production and Processing
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Education and Training
Communicating with Supervisors, Peers, or Subordinates
Handling and Moving Objects
Rate Control
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Structural Metal Fabricators and Fitters

24%

total discount

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Structural Metal Fabricators and Fitters

6 of 15 at risk
63%Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.
57%Tack-weld fitted parts together.
57%Lift or move materials and finished products, using large cranes.
53%Study engineering drawings and blueprints to determine materials requirements and task sequences.
53%Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

3 of 13 at risk
84%Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
80%Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
61%Measure and inspect machined parts to ensure conformance to product specifications.
49%Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
49%Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.

Wage Comparison

Forging Machine Setters, Operators, and Tenders, Metal and Plastic earns -$660(-1%) vs Structural Metal Fabricators and Fitters
Structural Metal Fabricators and FittersForging Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$37,370$35,150
25th
$44,290$41,350
Median
$49,900$49,240
75th
$59,810$59,270
90th
$70,510$69,540

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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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