Takeover Tracker

Side-by-Side Comparison

MetricExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
Risk Score45.0%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile91th75th
Tasks at Risk (>50%)10 / 156 / 15
Median Salary$46,980$41,690
Employment66K12K

Skill Comparison

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Sorted by largest difference

Production and Processing
Coordinating the Work and Activities of Others
Arm-Hand Steadiness
Mechanical
Scheduling Work and Activities
Identifying Objects, Actions, and Events
Reaction Time

Protective Factors

Higher values indicate stronger protection against AI displacement

Extruding and Drawing Machine 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

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

10 of 15 at risk
88%Maintain an inventory of materials.
86%Determine setup procedures and select machine dies and parts, according to specifications.
86%Select nozzles, spacers, and wire guides, according to diameters and lengths of rods.
74%Test physical properties of products with testing devices such as acid-bath testers, burst testers, and impact testers.
63%Measure and examine extruded products to locate defects and to check for conformance to specifications, adjusting controls as necessary to alter products.

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 -$5,290(-11%) vs Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand
10th
$35,390$32,120
25th
$39,370$36,660
Median
$46,980$41,690
75th
$54,360$48,410
90th
$62,470$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
Grinding and Polishing Workers, Hand20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

$25,834

from $46,980

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $80 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
Regulatory Barriers
Creativity
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and PlasticGrinding and Polishing Workers, Hand