Takeover Tracker

vs

22 shared · 7 different

core competencies

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

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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

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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