Takeover Tracker

Side-by-Side Comparison

MetricExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersGrinding and Polishing Workers, Hand
Risk Score42.9%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile87th75th
Tasks at Risk (>50%)8 / 156 / 15
Median Salary$45,130$41,690
Employment57K12K

Skill Comparison

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Sorted by largest difference

Computers and Electronics
Perceptual Speed
Reaction Time
Scheduling Work and Activities
Repairing and Maintaining Mechanical Equipment
Interacting With Computers
Operation and Control
Rate Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

26%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8 of 15 at risk
87%Notify supervisors when extruded filaments fail to meet standards.
87%Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
86%Monitor machine operations and observe lights and gauges to detect malfunctions.
85%Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
85%Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.

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 -$3,440(-8%) vs Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersGrinding and Polishing Workers, Hand
10th
$34,790$32,120
25th
$38,410$36,660
Median
$45,130$41,690
75th
$51,970$48,410
90th
$64,660$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders20282035
Grinding and Polishing Workers, Hand20282035
20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

$25,774

from $45,130

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $141 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Extruding,

0

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersGrinding and Polishing Workers, Hand