Takeover Tracker
vs

60 shared · 9 different

core competencies

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersForging Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score21.4%35.5%
Risk TierLow RiskMedium Risk
Risk Percentile10th67th
Tasks at Risk (>50%)5 / 153 / 13
Median Salary$51,000$49,240
Employment424K9K

Skill Comparison

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Sorted by largest difference

Provide Consultation and Advice to Others
Controlling Machines and Processes
Guiding, Directing, and Motivating Subordinates
Assisting and Caring for Others
Education and Training
Production and Processing
Coordinating the Work and Activities of Others
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Welders, Cutters, and Welder Fitters

27%

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

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

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 -$1,760(-3%) vs Welders, Cutters, and Welder Fitters
Welders, Cutters, and Welder FittersForging Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$38,130$35,150
25th
$45,580$41,350
Median
$51,000$49,240
75th
$61,610$59,270
90th
$75,850$69,540

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Welders, Cutters, and Welder Fitters20282035
Forging Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Welders, Cutters, and Welder Fitters has a longer runway before significant displacement, projected 0 years later than Forging Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

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

$31,770

from $49,240

After adjusting for AI risk, Welders, Cutters, and Welder Fitters offers $8,327 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Welders,

0

Unique to Forging

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Decision Complexity
Welders, Cutters, and Welder FittersForging Machine Setters, Operators, and Tenders, Metal and Plastic