Takeover Tracker
45%medium risk
Food Cooking Machine Operators and Tenders
vs

53 shared · 10 different

core competencies

45%medium risk
Semiconductor Processors

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersSemiconductor Processors
Risk Score45.3%44.9%
Risk TierMedium RiskMedium Risk
Risk Percentile92th91th
Tasks at Risk (>50%)11 / 1513 / 15
Median Salary$40,550$51,180
Employment28K32K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Updating and Using Relevant Knowledge
Interacting With Computers
Documenting/Recording Information
Organizing, Planning, and Prioritizing Work
Production and Processing
Finger Dexterity
Arm-Hand Steadiness
English Language
Judging the Qualities of Things, Services, or People

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Semiconductor Processors

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Semiconductor Processors

13 of 15 at risk
88%Calculate etching time based on thickness of material to be removed from wafers or crystals.
86%Maintain processing, production, and inspection information and reports.
86%Study work orders, instructions, formulas, and processing charts to determine specifications and sequence of operations.
84%Monitor operation and adjust controls of processing machines and equipment to produce compositions with specific electronic properties, using computer terminals.
65%Inspect materials, components, or products for surface defects and measure circuitry, using electronic test equipment, precision measuring instruments, microscope, and standard procedures.

Wage Comparison

Semiconductor Processors earns +$10,630(+26%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersSemiconductor Processors
10th
$30,540$35,980
25th
$35,310$45,320
Median
$40,550$51,180
75th
$47,420$74,640
90th
$54,170$87,190

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Cooking Machine Operators and Tenders2028–2035
Semiconductor Processors2028–2035
20242030203520402045

Semiconductor Processors 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 Cooking Machine Operators and Tenders

$22,197

from $40,550

Semiconductor Processors

$28,190

from $51,180

After adjusting for AI risk, Semiconductor Processors offers $5,993 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Semiconductor

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Food Cooking Machine Operators and TendersSemiconductor Processors
Find transitions from Food Cooking Machine Operators and TendersFind transitions from Semiconductor Processors