Shoe and Leather Workers and Repairers vs Machine Feeders and Offbearers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Shoe and Leather Workers and Repairers

20 shared · 8 different

core competencies

high risk

Machine Feeders and Offbearers

Side-by-Side Comparison

Shoe and Leather Workers and Repairers leads 4–1

Metric	Shoe and Leather Workers and Repairers	Machine Feeders and Offbearers
Risk Score	26.4%	51.3%
Risk Tier	Medium Risk	High Risk
Risk Percentile	23th	98th
Tasks at Risk (>50%)	3 / 15	11 / 13
Median Salary	$35,950	$39,700
Employment	8K	47K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Handling and Moving Objects

Production and Processing

Rate Control

Control Precision

Operation Monitoring

Reaction Time

Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Shoe and Leather Workers and Repairers

20%

total discount

Machine Feeders and Offbearers

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Machine Feeders and Offbearers earns +$3,750(+10%) vs Shoe and Leather Workers and Repairers

Shoe and Leather Workers and RepairersMachine Feeders and Offbearers

10th

$25,170$31,480

25th

$29,400$36,020

Median

$35,950$39,700

75th

$41,400$48,220

90th

$48,090$57,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Shoe and Leather Workers and Repairers2028–2035

Machine Feeders and Offbearers2028–2035

20242030203520402045

Shoe and Leather Workers and Repairers 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%)

Shoe and Leather Workers and Repairers

$26,445

from $35,950

Machine Feeders and Offbearers

$19,350

from $39,700

After adjusting for AI risk, Shoe and Leather Workers and Repairers offers $7,095 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Shoe

Unique to Machine

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Decision Complexity

Shoe and Leather Workers and RepairersMachine Feeders and Offbearers

Find transitions from Shoe and Leather Workers and Repairers Find transitions from Machine Feeders and Offbearers