Takeover Tracker

Side-by-Side Comparison

MetricFood and Tobacco Roasting, Baking, and Drying Machine Operators and TendersTextile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Risk Score42.7%36.9%
Risk TierMedium RiskMedium Risk
Risk Percentile87th72th
Tasks at Risk (>50%)10 / 1511 / 15
Median Salary$42,730$37,660
Employment20K21K

Skill Comparison

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Sorted by largest difference

Reaction Time
Production and Processing
Interacting With Computers
Arm-Hand Steadiness
Judging the Qualities of Things, Services, or People
English Language
Making Decisions and Solving Problems
Establishing and Maintaining Interpersonal Relationships
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

26%

total discount

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

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

10 of 15 at risk
88%Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.
88%Read work orders to determine quantities and types of products to be baked, dried, or roasted.
84%Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.
78%Signal coworkers to synchronize flow of materials.
76%Test products for moisture content, using moisture meters.

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.

Wage Comparison

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders earns -$5,070(-12%) vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersTextile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
10th
$32,390$30,380
25th
$36,610$35,270
Median
$42,730$37,660
75th
$48,680$40,970
90th
$60,070$46,940

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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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Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders: Not yetTextile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders: Not yet