Takeover Tracker
37%medium risk
Shoe Machine Operators and Tenders
vs

35 shared · 6 different

core competencies

40%medium risk
Helpers--Production Workers

Side-by-Side Comparison

MetricShoe Machine Operators and TendersHelpers--Production Workers
Risk Score37.3%39.5%
Risk TierMedium RiskMedium Risk
Risk Percentile73th79th
Tasks at Risk (>50%)5 / 1511 / 15
Median Salary$38,160$38,220
Employment3K167K

Skill Comparison

|

Sorted by largest difference

Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Production and Processing
Static Strength
Controlling Machines and Processes
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Shoe Machine Operators and Tenders

25%

total discount

Helpers--Production Workers

23%

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.

Helpers--Production Workers

11 of 15 at risk
86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.

Wage Comparison

Helpers--Production Workers earns +$60(+0%) vs Shoe Machine Operators and Tenders
Shoe Machine Operators and TendersHelpers--Production Workers
10th
$24,160$30,060
25th
$30,450$34,390
Median
$38,160$38,220
75th
$43,390$44,980
90th
$47,860$52,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Shoe Machine Operators and Tenders2028–2035
Helpers--Production Workers2028–2035
20242030203520402045

Shoe Machine Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Helpers--Production Workers.

Risk-Adjusted Salary

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

Shoe Machine Operators and Tenders

$23,919

from $38,160

Helpers--Production Workers

$23,119

from $38,220

After adjusting for AI risk, Shoe Machine Operators and Tenders offers $799 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Shoe

0

Unique to Helpers--Production

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Shoe Machine Operators and TendersHelpers--Production Workers
Find transitions from Shoe Machine Operators and TendersFind transitions from Helpers--Production Workers