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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Welders, Cutters, and Welder Fitters20282035
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Welders, Cutters, and Welder Fitters has a longer runway before significant displacement, projected 0 years later than Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

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

$27,360

from $46,890

After adjusting for AI risk, Welders, Cutters, and Welder Fitters offers $12,736 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Welders,

0

Unique to Crushing,

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Decision Complexity
Welders, Cutters, and Welder FittersCrushing, Grinding, and Polishing Machine Setters, Operators, and Tenders