Grinding and Polishing Workers, Hand vs Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Grinding and Polishing Workers, Hand

51 shared · 9 different

core competencies

medium risk

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 4–1

Metric	Grinding and Polishing Workers, Hand	Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score	37.8%	43.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	75th	88th
Tasks at Risk (>50%)	6 / 15	13 / 15
Median Salary	$41,690	$45,190
Employment	12K	70K

Skill Comparison

Sorted by largest difference

Documenting/Recording Information

Performing General Physical Activities

Scheduling Work and Activities

Operation and Control

Controlling Machines and Processes

Reaction Time

Repairing and Maintaining Mechanical Equipment

Operation Monitoring

Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

total discount

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

13 of 15 at risk

86%Compute machine indexings and settings for specified dimensions and base reference points.

86%Maintain stocks of machine parts and machining tools.

85%Select machine tooling to be used, using knowledge of machine and production requirements.

84%Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.

61%Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

Wage Comparison

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$3,500(+8%) vs Grinding and Polishing Workers, Hand

Grinding and Polishing Workers, HandGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

10th

$32,120$34,980

25th

$36,660$38,420

Median

$41,690$45,190

75th

$48,410$51,380

90th

$57,250$61,550

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Grinding and Polishing Workers, Hand2028–2035

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Grinding and Polishing Workers, Hand

$25,915

from $41,690

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$25,681

from $45,190

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $233 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Grinding

Unique to Grinding,

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Decision Complexity

Grinding and Polishing Workers, HandGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Find transitions from Grinding and Polishing Workers, Hand Find transitions from Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic