Takeover Tracker
38%medium risk
Grinding and Polishing Workers, Hand
vs

59 shared · 7 different

core competencies

45%medium risk
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

MetricGrinding and Polishing Workers, HandExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score37.8%45.0%
Risk TierMedium RiskMedium Risk
Risk Percentile75th91th
Tasks at Risk (>50%)6 / 1510 / 15
Median Salary$41,690$46,980
Employment12K66K

Skill Comparison

|

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

Grinding and Polishing Workers, Hand

25%

total discount

Extruding and Drawing Machine 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.

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.

Wage Comparison

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic earns +$5,290(+13%) vs Grinding and Polishing Workers, Hand
Grinding and Polishing Workers, HandExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$32,120$35,390
25th
$36,660$39,370
Median
$41,690$46,980
75th
$48,410$54,360
90th
$57,250$62,470

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Grinding and Polishing Workers, Hand2028–2035
Extruding and Drawing Machine 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 Extruding and Drawing Machine 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

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

$25,834

from $46,980

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 Grinding

0

Unique to Extruding

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Grinding and Polishing Workers, HandExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Find transitions from Grinding and Polishing Workers, HandFind transitions from Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic