Takeover Tracker

Side-by-Side Comparison

MetricShoe Machine Operators and TendersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score37.3%41.6%
Risk TierMedium RiskMedium Risk
Risk Percentile73th84th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$38,160$48,310
Employment3K14K

Skill Comparison

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Sorted by largest difference

Interacting With Computers
Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Handling and Moving Objects
Performing General Physical Activities
MathematicsAI-Vulnerable
Identifying Objects, Actions, and Events
Training and Teaching Others
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Shoe Machine Operators and Tenders

25%

total discount

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Shoe Machine Operators and Tenders

5 of 15 at risk
88%Position dies on material in a manner that will obtain the maximum number of parts from each portion of material.
86%Study work orders or shoe part tags to obtain information about workloads, specifications, and the types of materials to be used.
57%Inspect finished products to ensure that shoes have been completed according to specifications.
51%Remove and examine shoes, shoe parts, and designs to verify conformance to specifications such as proper embedding of stitches in channels.
51%Collect shoe parts from conveyer belts or racks and place them in machinery such as ovens or on molds for dressing, returning them to conveyers or racks to send them to the next work station.

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns +$10,150(+27%) vs Shoe Machine Operators and Tenders
Shoe Machine Operators and TendersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$24,160$36,810
25th
$30,450$41,650
Median
$38,160$48,310
75th
$43,390$61,290
90th
$47,860$75,000

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Shoe Machine Operators and Tenders20282035
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Shoe Machine Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Shoe Machine Operators and Tenders

$23,919

from $38,160

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

$28,203

from $48,310

After adjusting for AI risk, Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic offers $4,285 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Shoe

0

Unique to Milling

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Shoe Machine Operators and TendersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic