Takeover Tracker

Side-by-Side Comparison

MetricTextile Winding, Twisting, and Drawing Out Machine Setters, Operators, and TendersPaper Goods Machine Setters, Operators, and Tenders
Risk Score36.9%37.5%
Risk TierMedium RiskMedium Risk
Risk Percentile72th74th
Tasks at Risk (>50%)11 / 157 / 15
Median Salary$37,660$49,390
Employment21K97K

Skill Comparison

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Sorted by largest difference

Mechanical
Production and Processing
Analyzing Data or Information
Arm-Hand Steadiness
Handling and Moving Objects
Establishing and Maintaining Interpersonal Relationships
Visual Color Discrimination
Reaction Time
English Language
Assisting and Caring for Others
Repairing and Maintaining Mechanical Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

27%

total discount

Paper Goods Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

11 of 15 at risk
88%Record production data such as numbers and types of bobbins wound.
80%Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
69%Stop machines when specified amount of products has been produced.
63%Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.
63%Observe operations to detect defects, malfunctions, or supply shortages.

Paper Goods Machine Setters, Operators, and Tenders

7 of 15 at risk
61%Stamp products with information such as dates, using hand stamps or automatic stamping devices.
61%Remove finished cores, and stack or place them on conveyors for transfer to other work areas.
59%Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.
57%Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.
57%Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.

Wage Comparison

Paper Goods Machine Setters, Operators, and Tenders earns +$11,730(+31%) vs Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and TendersPaper Goods Machine Setters, Operators, and Tenders
10th
$30,380$36,610
25th
$35,270$43,520
Median
$37,660$49,390
75th
$40,970$59,220
90th
$46,940$68,640

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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