Takeover Tracker

vs

22 shared · 7 different

core competencies

Side-by-Side Comparison

MetricSewing Machine OperatorsMachine Feeders and Offbearers
Risk Score43.4%51.3%
Risk TierMedium RiskHigh Risk
Risk Percentile89th98th
Tasks at Risk (>50%)10 / 1511 / 13
Median Salary$36,000$39,700
Employment110K47K

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

Sewing Machine Operators

22%

total discount

Machine Feeders and Offbearers

22%

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.

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

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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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