Takeover Tracker
51%high risk
Machine Feeders and Offbearers
vs

22 shared · 7 different

core competencies

43%medium risk
Sewing Machine Operators

Side-by-Side Comparison

MetricMachine Feeders and OffbearersSewing Machine Operators
Risk Score51.3%43.4%
Risk TierHigh RiskMedium Risk
Risk Percentile98th89th
Tasks at Risk (>50%)11 / 1310 / 15
Median Salary$39,700$36,000
Employment47K110K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Mechanical
Operation Monitoring
Handling and Moving Objects
Controlling Machines and Processes
MathematicsAI-Vulnerable
Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

total discount

Sewing Machine Operators

22%

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.

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.

Wage Comparison

Sewing Machine Operators earns -$3,700(-9%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersSewing Machine Operators
10th
$31,480$26,860
25th
$36,020$31,200
Median
$39,700$36,000
75th
$48,220$40,810
90th
$57,010$47,060

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machine Feeders and Offbearers2028–2035
Sewing Machine Operators2028–2035
20242030203520402045

Sewing Machine Operators 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

Sewing Machine Operators

$20,376

from $36,000

After adjusting for AI risk, Sewing Machine Operators offers $1,026 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machine

0

Unique to Sewing

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Decision Complexity
Machine Feeders and OffbearersSewing Machine Operators
Find transitions from Machine Feeders and OffbearersFind transitions from Sewing Machine Operators