Takeover Tracker

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk Score21.4%41.7%
Risk TierLow RiskMedium Risk
Risk Percentile10th85th
Tasks at Risk (>50%)5 / 1512 / 15
Median Salary$51,000$46,890
Employment424K29K

Skill Comparison

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Sorted by largest difference

Design
Operation Monitoring
Thinking Creatively
Operation and Control
Rate Control
Public Safety and Security
Mechanical
Administration and Management
Troubleshooting
Equipment MaintenanceAI-Resistant
Reaction Time
Auditory Attention

Protective Factors

Higher values indicate stronger protection against AI displacement

Welders, Cutters, and Welder Fitters

27%

total discount

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

27%

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.

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

12 of 15 at risk
88%Read work orders to determine production specifications and information.
84%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
63%Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.
63%Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.

Wage Comparison

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders earns -$4,110(-8%) vs Welders, Cutters, and Welder Fitters
Welders, Cutters, and Welder FittersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
10th
$38,130$35,380
25th
$45,580$38,990
Median
$51,000$46,890
75th
$61,610$58,440
90th
$75,850$65,980

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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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Welders, Cutters, and Welder Fitters: Not yetCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders: Not yet
Welders, Cutters, and Welder Fitters vs Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders AI Risk — Takeover Tracker