As of June 2026, Food Cooking Machine Operators and Tenders has an AI-exposure score of 57/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.
Food Cooking Machine Operators and Tenders
More exposed than 55% of the roles we track. Median pay ~US$41,590. About 4,400 projected openings a year (BLS 2024–34 — growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.
How you compare to similar Production roles
Your tasks, by AI exposure
- Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.
- Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.
- Measure or weigh ingredients, using scales or measuring containers.
- Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.
- Set temperature, pressure, and time controls, and start conveyers, machines, or pumps.
- Activate agitators and paddles to mix or stir ingredients, stopping machines when ingredients are thoroughly mixed.
- Collect and examine product samples during production to test them for quality, color, content, consistency, viscosity, acidity, or specific gravity.
- Turn valves or start pumps to add ingredients or drain products from equipment and to transfer products for storage, cooling, or further processing.
- Notify or signal other workers to operate equipment or when processing is complete.
- Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses.
- 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.
- Place products on conveyors or carts, and monitor product flow.
- Pour, dump, or load prescribed quantities of ingredients or products into cooking equipment, manually or using a hoist.
- Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.
- Remove cooked material or products from equipment.
- Operate auxiliary machines and equipment, such as grinders, canners, and molding presses, to prepare or further process products.
- Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.
No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (94%).
Safer adjacent roles
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