Takeover Tracker
43%medium risk
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
vs

62 shared · 9 different

core competencies

37%medium risk
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

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

$24,476

from $42,730

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

$23,779

from $37,660

After adjusting for AI risk, Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders offers $697 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Textile

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersTextile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersFind transitions from Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders