Grinding and Polishing Workers, Hand vs Lathe and Turning 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

48 shared · 8 different

core competencies

medium risk

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 3–1

Metric	Grinding and Polishing Workers, Hand	Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score	37.8%	39.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	75th	79th
Tasks at Risk (>50%)	6 / 15	6 / 15
Median Salary	$41,690	$48,620
Employment	12K	19K

Skill Comparison

Sorted by largest difference

Scheduling Work and Activities

Repairing and Maintaining Mechanical Equipment

Performing General Physical Activities

Organizing, Planning, and Prioritizing Work

Controlling Machines and Processes

MathematicsAI-Vulnerable

Mechanical

Visual Color Discrimination

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

total discount

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

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.

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

6 of 15 at risk

88%Compute unspecified dimensions and machine settings, using knowledge of metal properties and shop mathematics.

86%Study blueprints, layouts or charts, and job orders for information on specifications and tooling instructions, and to determine material requirements and operational sequences.

86%Select cutting tools and tooling instructions, according to written specifications or knowledge of metal properties and shop mathematics.

85%Program computer numerical control machines.

74%Inspect sample workpieces to verify conformance with specifications, using instruments such as gauges, micrometers, and dial indicators.

Wage Comparison

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$6,930(+17%) vs Grinding and Polishing Workers, Hand

Grinding and Polishing Workers, HandLathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

10th

$32,120$36,200

25th

$36,660$41,180

Median

$41,690$48,620

75th

$48,410$58,100

90th

$57,250$65,450

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Grinding and Polishing Workers, Hand2028–2035

Lathe and Turning 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 Lathe and Turning 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

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$29,391

from $48,620

After adjusting for AI risk, Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $3,476 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Grinding

Unique to Lathe

Combined Protection Strategy

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

Fine Manipulation

Social Intelligence

Creativity

Decision Complexity

Grinding and Polishing Workers, HandLathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

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