Takeover Tracker
51%high risk
Machine Feeders and Offbearers
vs

30 shared · 8 different

core competencies

37%medium risk
Shoe Machine Operators and Tenders

Side-by-Side Comparison

MetricMachine Feeders and OffbearersShoe Machine Operators and Tenders
Risk Score51.3%37.3%
Risk TierHigh RiskMedium Risk
Risk Percentile98th73th
Tasks at Risk (>50%)11 / 135 / 15
Median Salary$39,700$38,160
Employment47K3K

Skill Comparison

|

Sorted by largest difference

Estimating the Quantifiable Characteristics of Products, Events, or Information
Education and Training
Inspecting Equipment, Structures, or Material
Controlling Machines and Processes
Updating and Using Relevant Knowledge
Judging the Qualities of Things, Services, or People
Establishing and Maintaining Interpersonal Relationships
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

total discount

Shoe Machine Operators and Tenders

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machine Feeders and Offbearers

11 of 13 at risk
87%Record production and operational data, such as amount of materials processed.
87%Weigh or measure materials or products to ensure conformance to specifications.
87%Identify and mark materials, products, and samples, following instructions.
67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.
65%Inspect materials and products for defects, and to ensure conformance to specifications.

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.

Wage Comparison

Shoe Machine Operators and Tenders earns -$1,540(-4%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersShoe Machine Operators and Tenders
10th
$31,480$24,160
25th
$36,020$30,450
Median
$39,700$38,160
75th
$48,220$43,390
90th
$57,010$47,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machine Feeders and Offbearers2028–2035
Shoe Machine Operators and Tenders2028–2035
20242030203520402045

Shoe Machine Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Machine Feeders and Offbearers.

Risk-Adjusted Salary

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

Machine Feeders and Offbearers

$19,350

from $39,700

Shoe Machine Operators and Tenders

$23,919

from $38,160

After adjusting for AI risk, Shoe Machine Operators and Tenders offers $4,569 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machine

0

Unique to Shoe

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Machine Feeders and OffbearersShoe Machine Operators and Tenders
Find transitions from Machine Feeders and OffbearersFind transitions from Shoe Machine Operators and Tenders