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

56 shared · 13 different

core competencies

45%medium risk
Semiconductor Processors

Side-by-Side Comparison

MetricFood and Tobacco Roasting, Baking, and Drying Machine Operators and TendersSemiconductor Processors
Risk Score42.7%44.9%
Risk TierMedium RiskMedium Risk
Risk Percentile87th91th
Tasks at Risk (>50%)10 / 1513 / 15
Median Salary$42,730$51,180
Employment20K32K

Skill Comparison

|

Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Updating and Using Relevant Knowledge
Judging the Qualities of Things, Services, or People
Education and Training
English Language
Making Decisions and Solving Problems
Handling and Moving Objects
Auditory Attention
Hearing Sensitivity
Guiding, Directing, and Motivating Subordinates
Evaluating Information to Determine Compliance with Standards
Documenting/Recording 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

Semiconductor Processors

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.

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 +$8,450(+20%) vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersSemiconductor Processors
10th
$32,390$35,980
25th
$36,610$45,320
Median
$42,730$51,180
75th
$48,680$74,640
90th
$60,070$87,190

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035
Semiconductor Processors2028–2035
20242030203520402045

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

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

Semiconductor Processors

$28,190

from $51,180

After adjusting for AI risk, Semiconductor Processors offers $3,714 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

Fine Manipulation
Decision Complexity
Social Intelligence
Regulatory Barriers
Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersSemiconductor Processors
Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersFind transitions from Semiconductor Processors
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders vs Semiconductor Processors AI Risk — Takeover Tracker