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.

AI Exposure Score for

Food Cooking Machine Operators and Tenders

57/100
Elevated exposure
LowModerateElevatedHighVery High

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.

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How you compare to similar Production roles

Food Cooking Machine Operators and Tenders (you)
57
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
57
Power Plant Operators
57
Gem and Diamond Workers
57
Photographic Process Workers and Processing Machine Operators
57
Computer Numerically Controlled Tool Operators
57
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Your tasks, by AI exposure

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

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (94%).

Safer adjacent roles

Food Batchmakers
80% skills overlap · Elevated exposure · ~US$42,290
55
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
72% skills overlap · Elevated exposure · ~US$44,810
54
Cooling and Freezing Equipment Operators and Tenders
56% skills overlap · Elevated exposure · ~US$41,330
54
Bakers
48% skills overlap · Moderate exposure · ~US$37,160
48
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
40% skills overlap · Elevated exposure · ~US$43,530
54
Mixing and Blending Machine Setters, Operators, and Tenders
40% skills overlap · Elevated exposure · ~US$48,990
52
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
40% skills overlap · Elevated exposure · ~US$48,040
54

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.