Takeover Tracker
38%medium risk
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
vs

54 shared · 7 different

core competencies

38%medium risk
Grinding and Polishing Workers, Hand

Side-by-Side Comparison

MetricMultiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
Risk Score38.1%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile75th75th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$46,060$41,690
Employment130K12K

Skill Comparison

|

Sorted by largest difference

Mechanical
MathematicsAI-Vulnerable
Performing General Physical Activities
Design
Scheduling Work and Activities
Engineering and Technology
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk
86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

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 -$4,370(-9%) vs Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
10th
$34,130$32,120
25th
$38,320$36,660
Median
$46,060$41,690
75th
$56,220$48,410
90th
$72,850$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035
Grinding and Polishing Workers, Hand2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$28,511

from $46,060

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $2,597 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Multiple

0

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
Find transitions from Multiple Machine Tool Setters, Operators, and Tenders, Metal and PlasticFind transitions from Grinding and Polishing Workers, Hand