Takeover Tracker

vs

52 shared · 13 different

core competencies

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersGrinding and Polishing Workers, Hand
Risk Score21.4%37.8%
Risk TierLow RiskMedium Risk
Risk Percentile10th75th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$51,000$41,690
Employment424K12K

Skill Comparison

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Sorted by largest difference

Design
Operating Vehicles, Mechanized Devices, or Equipment
Thinking Creatively
Assisting and Caring for Others
Coordinating the Work and Activities of Others
Getting Information
Controlling Machines and Processes
Handling and Moving Objects
Repairing and Maintaining Mechanical Equipment
Guiding, Directing, and Motivating Subordinates
Mechanical
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Welders, Cutters, and Welder Fitters

27%

total discount

Grinding and Polishing Workers, Hand

25%

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$9,310(-18%) vs Welders, Cutters, and Welder Fitters
Welders, Cutters, and Welder FittersGrinding and Polishing Workers, Hand
10th
$38,130$32,120
25th
$45,580$36,660
Median
$51,000$41,690
75th
$61,610$48,410
90th
$75,850$57,250

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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