AI Automation Index

Will AI Replace Food Cooking Machine Operators and Tenders?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Food Cooking Machine Operators and Tenders. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

53% risk score

Median Salary

$41,590 / year

Growth Demand

Medium

Constituent Task Mix

We parsed O*NET's 17 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 6%
Medium Automation Risk (Cognitive/Technical) 94%
Low Automation Risk (Strategy/Leadership) 0%

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constituent Tasks

Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses.

Semi-structured task combining routine and non-routine responsibilities.

Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.

Semi-structured task combining routine and non-routine responsibilities.

Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

Semi-structured task combining routine and non-routine responsibilities.

Measure or weigh ingredients, using scales or measuring containers.

Semi-structured task combining routine and non-routine responsibilities.

Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.

Semi-structured task combining routine and non-routine responsibilities.

Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.

Routine cognitive or manual task with high vulnerability to automation.

Set temperature, pressure, and time controls, and start conveyers, machines, or pumps.

Semi-structured task combining routine and non-routine responsibilities.

Remove cooked material or products from equipment.

Semi-structured task combining routine and non-routine responsibilities.

Collect and examine product samples during production to test them for quality, color, content, consistency, viscosity, acidity, or specific gravity.

Semi-structured task combining routine and non-routine responsibilities.

Pour, dump, or load prescribed quantities of ingredients or products into cooking equipment, manually or using a hoist.

Semi-structured task combining routine and non-routine responsibilities.

Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.

Semi-structured task combining routine and non-routine responsibilities.

Notify or signal other workers to operate equipment or when processing is complete.

Semi-structured task combining routine and non-routine responsibilities.

Turn valves or start pumps to add ingredients or drain products from equipment and to transfer products for storage, cooling, or further processing.

Semi-structured task combining routine and non-routine responsibilities.

Admit required amounts of water, steam, cooking oils, or compressed air into equipment, such as by opening water valves to cool mixtures to the desired consistency.

Semi-structured task combining routine and non-routine responsibilities.

Activate agitators and paddles to mix or stir ingredients, stopping machines when ingredients are thoroughly mixed.

Semi-structured task combining routine and non-routine responsibilities.

Operate auxiliary machines and equipment, such as grinders, canners, and molding presses, to prepare or further process products.

Semi-structured task combining routine and non-routine responsibilities.

Place products on conveyors or carts, and monitor product flow.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

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Community Sentiment

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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