Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders vs Food Cooking Machine Operators and Tenders AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

48 shared · 11 different

core competencies

medium risk

Food Cooking Machine Operators and Tenders

Side-by-Side Comparison

Food Cooking Machine Operators and Tenders leads 3–2

Metric	Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders	Food Cooking Machine Operators and Tenders
Risk Score	46.0%	45.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	93th	92th
Tasks at Risk (>50%)	6 / 11	11 / 15
Median Salary	$41,460	$40,550
Employment	14K	28K

Skill Comparison

Sorted by largest difference

Coordinating the Work and Activities of Others

Making Decisions and Solving Problems

Training and Teaching Others

Customer and Personal Service

Inspecting Equipment, Structures, or Material

Guiding, Directing, and Motivating Subordinates

Operating Vehicles, Mechanized Devices, or Equipment

Written Comprehension

Production and Processing

Monitor Processes, Materials, or Surroundings

Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

total discount

Food Cooking Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

6 of 11 at risk

88%Record gauge readings, materials used, processing times, or test results in production logs.

85%Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.

85%Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.

74%Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.

53%Examine and inspect machines to detect malfunctions.

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 -$910(-2%) vs Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

Cleaning, Washing, and Metal Pickling Equipment Operators and TendersFood Cooking Machine Operators and Tenders

10th

$32,770$30,540

25th

$37,140$35,310

Median

$41,460$40,550

75th

$48,280$47,420

90th

$56,590$54,170

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders2028–2035

Food Cooking Machine Operators and Tenders2028–2035

20242030203520402045

Food Cooking Machine Operators and Tenders has a longer runway before significant displacement, projected 0 years later than Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders.

Risk-Adjusted Salary

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

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

$22,376

from $41,460

Food Cooking Machine Operators and Tenders

$22,197

from $40,550

After adjusting for AI risk, Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders offers $179 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cleaning,

Unique to Food

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Decision Complexity

Fine Manipulation

Cleaning, Washing, and Metal Pickling Equipment Operators and TendersFood Cooking Machine Operators and Tenders

Find transitions from Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders Find transitions from Food Cooking Machine Operators and Tenders