Takeover Tracker
43%medium risk
Sewing Machine Operators
vs

19 shared · 3 different

core competencies

26%medium risk
Shoe and Leather Workers and Repairers

Side-by-Side Comparison

MetricSewing Machine OperatorsShoe and Leather Workers and Repairers
Risk Score43.4%26.4%
Risk TierMedium RiskMedium Risk
Risk Percentile89th23th
Tasks at Risk (>50%)10 / 153 / 15
Median Salary$36,000$35,950
Employment110K8K

Skill Comparison

|

Sorted by largest difference

Rate Control
Customer and Personal Service
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Sewing Machine Operators

22%

total discount

Shoe and Leather Workers and Repairers

20%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Sewing Machine Operators

10 of 15 at risk
88%Record quantities of materials processed.
86%Select supplies such as fasteners and thread, according to job requirements.
84%Match cloth pieces in correct sequences prior to sewing them, and verify that dye lots and patterns match.
84%Examine and measure finished articles to verify conformance to standards, using rulers.
80%Inspect garments, and examine repair tags and markings on garments to locate defects or damage, and mark errors as necessary.

Shoe and Leather Workers and Repairers

3 of 15 at risk
86%Estimate the costs of requested products or services such as custom footwear or footwear repair, and receive payment from customers.
57%Cut out parts, following patterns or outlines, using knives, shears, scissors, or machine presses.
51%Align and stitch or glue materials such as fabric, fleece, leather, or wood, to join parts.
49%Place shoes on lasts to remove soles and heels, using knives or pliers.
49%Clean and polish shoes.

Wage Comparison

Shoe and Leather Workers and Repairers earns -$50(0%) vs Sewing Machine Operators
Sewing Machine OperatorsShoe and Leather Workers and Repairers
10th
$26,860$25,170
25th
$31,200$29,400
Median
$36,000$35,950
75th
$40,810$41,400
90th
$47,060$48,090

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sewing Machine Operators2028–2035
Shoe and Leather Workers and Repairers2028–2035
20242030203520402045

Shoe and Leather Workers and Repairers has a longer runway before significant displacement, projected 0 years later than Sewing Machine Operators.

Risk-Adjusted Salary

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

Sewing Machine Operators

$20,376

from $36,000

Shoe and Leather Workers and Repairers

$26,445

from $35,950

After adjusting for AI risk, Shoe and Leather Workers and Repairers offers $6,069 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sewing

0

Unique to Shoe

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Sewing Machine OperatorsShoe and Leather Workers and Repairers
Find transitions from Sewing Machine OperatorsFind transitions from Shoe and Leather Workers and Repairers