Takeover Tracker

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score45.3%45.0%
Risk TierMedium RiskMedium Risk
Risk Percentile92th91th
Tasks at Risk (>50%)11 / 1510 / 15
Median Salary$40,550$46,980
Employment28K66K

Skill Comparison

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Sorted by largest difference

Production and Processing
Documenting/Recording Information
Assisting and Caring for Others
Controlling Machines and Processes
Multilimb Coordination
MathematicsAI-Vulnerable
Far Vision
Trunk Strength
Making Decisions and Solving Problems
Customer and Personal Service
Flexibility of Closure
Static Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

25%

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.

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

10 of 15 at risk
88%Maintain an inventory of materials.
86%Determine setup procedures and select machine dies and parts, according to specifications.
86%Select nozzles, spacers, and wire guides, according to diameters and lengths of rods.
74%Test physical properties of products with testing devices such as acid-bath testers, burst testers, and impact testers.
63%Measure and examine extruded products to locate defects and to check for conformance to specifications, adjusting controls as necessary to alter products.

Wage Comparison

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic earns +$6,430(+16%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$30,540$35,390
25th
$35,310$39,370
Median
$40,550$46,980
75th
$47,420$54,360
90th
$54,170$62,470

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Cooking Machine Operators and Tenders20282035
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic 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

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

$25,834

from $46,980

After adjusting for AI risk, Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic offers $3,637 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Extruding

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Creativity
Fine Manipulation
Food Cooking Machine Operators and TendersExtruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic