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

55 shared · 11 different

core competencies

46%medium risk
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

Side-by-Side Comparison

MetricFood and Tobacco Roasting, Baking, and Drying Machine Operators and TendersCleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Risk Score42.7%46.0%
Risk TierMedium RiskMedium Risk
Risk Percentile87th93th
Tasks at Risk (>50%)10 / 156 / 11
Median Salary$42,730$41,460
Employment20K14K

Skill Comparison

|

Sorted by largest difference

Guiding, Directing, and Motivating Subordinates
Handling and Moving Objects
Provide Consultation and Advice to Others
Judging the Qualities of Things, Services, or People
Coordinating the Work and Activities of Others
Public Safety and Security
Inspecting Equipment, Structures, or Material
Developing Objectives and Strategies
Visual Color Discrimination
Operation Monitoring
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

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

26%

total discount

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

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.

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.

Wage Comparison

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders earns -$1,270(-3%) vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersCleaning, Washing, and Metal Pickling Equipment Operators and Tenders
10th
$32,390$32,770
25th
$36,610$37,140
Median
$42,730$41,460
75th
$48,680$48,280
90th
$60,070$56,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035
Cleaning, Washing, and Metal Pickling Equipment 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 Cleaning, Washing, and Metal Pickling Equipment 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

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

$22,376

from $41,460

After adjusting for AI risk, Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders offers $2,100 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Cleaning,

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Regulatory Barriers
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersCleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersFind transitions from Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders