Takeover Tracker

Side-by-Side Comparison

MetricCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
Risk Score34.6%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile64th75th
Tasks at Risk (>50%)8 / 156 / 15
Median Salary$45,590$41,690
Employment174K12K

Skill Comparison

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Sorted by largest difference

Scheduling Work and Activities
Monitor Processes, Materials, or Surroundings
Repairing and Maintaining Mechanical Equipment
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances.
84%Mark identifying data on workpieces.
67%Examine completed workpieces for defects, such as chipped edges or marred surfaces and sort defective pieces according to types of flaws.
65%Start machines, monitor their operations, and record operational data.
53%Set up, operate, or tend machines to saw, cut, shear, slit, punch, crimp, notch, bend, or straighten metal or plastic material.

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 -$3,900(-9%) vs Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
10th
$35,000$32,120
25th
$38,400$36,660
Median
$45,590$41,690
75th
$52,150$48,410
90th
$62,650$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic20282035
Grinding and Polishing Workers, Hand20282035
20242030203520402045

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic 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%)

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

$29,811

from $45,590

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic offers $3,897 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cutting,

0

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand