Welders, Cutters, and Welder Fitters vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Welders, Cutters, and Welder Fitters

52 shared · 13 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Welders, Cutters, and Welder Fitters leads 5–0

Metric	Welders, Cutters, and Welder Fitters	Grinding and Polishing Workers, Hand
Risk Score	21.4%	37.8%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	10th	75th
Tasks at Risk (>50%)	5 / 15	6 / 15
Median Salary	$51,000	$41,690
Employment	424K	12K

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Welders, Cutters, and Welder Fitters2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Welders, Cutters, and Welder Fitters has a longer runway before significant displacement, projected 0 years later than Grinding and Polishing Workers, Hand.

Risk-Adjusted Salary

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

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Welders, Cutters, and Welder Fitters offers $14,182 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Welders,

Unique to Grinding

Combined Protection Strategy

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

Creativity

Fine Manipulation

Social Intelligence

Decision Complexity

Welders, Cutters, and Welder FittersGrinding and Polishing Workers, Hand

Find transitions from Welders, Cutters, and Welder Fitters Find transitions from Grinding and Polishing Workers, Hand