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

62 shared · 16 different

core competencies

39%medium risk
Textile Cutting Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricFood and Tobacco Roasting, Baking, and Drying Machine Operators and TendersTextile Cutting Machine Setters, Operators, and Tenders
Risk Score42.7%39.2%
Risk TierMedium RiskMedium Risk
Risk Percentile87th78th
Tasks at Risk (>50%)10 / 1510 / 15
Median Salary$42,730$37,940
Employment20K9K

Skill Comparison

|

Sorted by largest difference

Judging the Qualities of Things, Services, or People
Controlling Machines and Processes
Handling and Moving Objects
Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Equipment MaintenanceAI-Resistant
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Repairing
Interacting With Computers
Reaction Time
Troubleshooting
MathematicsAI-Vulnerable

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 Cutting 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 Cutting Machine Setters, Operators, and Tenders

10 of 15 at risk
88%Record information about work completed and machine settings.
84%Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements.
63%Inspect products to ensure that the quality standards and specifications are met.
63%Inspect products to ensure that specifications are met and to determine whether machines require adjustment.
61%Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.

Wage Comparison

Textile Cutting Machine Setters, Operators, and Tenders earns -$4,790(-11%) vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersTextile Cutting Machine Setters, Operators, and Tenders
10th
$32,390$27,230
25th
$36,610$32,380
Median
$42,730$37,940
75th
$48,680$43,710
90th
$60,070$49,080

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035
Textile Cutting Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Textile Cutting 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 Cutting Machine Setters, Operators, and Tenders

$23,060

from $37,940

After adjusting for AI risk, Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders offers $1,416 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
Creativity
Social Intelligence
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersTextile Cutting Machine Setters, Operators, and Tenders
Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersFind transitions from Textile Cutting Machine Setters, Operators, and Tenders