Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders vs Food Cooking Machine Operators and Tenders AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

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

69 shared · 6 different

core competencies

medium risk

Food Cooking Machine Operators and Tenders

Side-by-Side Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders leads 5–0

Metric	Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders	Food Cooking Machine Operators and Tenders
Risk Score	42.7%	45.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	87th	92th
Tasks at Risk (>50%)	10 / 15	11 / 15
Median Salary	$42,730	$40,550
Employment	20K	28K

Skill Comparison

Sorted by largest difference

Food Production

Making Decisions and Solving Problems

Handling and Moving Objects

Customer and Personal Service

Performing General Physical Activities

Visual Color Discrimination

Protective Factors

Higher values indicate stronger protection against AI displacement

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

26%

total discount

Food Cooking Machine Operators and Tenders

26%

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.

Food Cooking Machine Operators and Tenders

11 of 15 at risk

88%Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.

88%Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.

86%Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.

86%Notify or signal other workers to operate equipment or when processing is complete.

84%Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

Wage Comparison

Food Cooking Machine Operators and Tenders earns -$2,180(-5%) vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

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

10th

$32,390$30,540

25th

$36,610$35,310

Median

$42,730$40,550

75th

$48,680$47,420

90th

$60,070$54,170

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035

Food Cooking Machine Operators and Tenders2028–2035

20242030203520402045

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Food Cooking 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

Food Cooking Machine Operators and Tenders

$22,197

from $40,550

After adjusting for AI risk, Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders offers $2,279 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Food

Combined Protection Strategy

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

Decision Complexity

Regulatory Barriers

Fine Manipulation

Creativity

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

Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders Find transitions from Food Cooking Machine Operators and Tenders