Food Cooking Machine Operators and Tenders
AI replacement rate
65%This role is currently tracked with 5 timeline items plus a profile-based replacement estimate.
This role, focused on operating and tending cooking machinery, faces a significant risk of AI replacement due to the repetitive nature of tasks, clear operational rules, and the high potential for AI to optimize and control food transformation processes.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2065%
Why this role is rated this way
Structural baseMany tasks involved in operating and tending food cooking machines are highly repetitive and adhere to clear, standardized procedures, making them prime candidates for automation by AI-powered systems.
The role already centers on operating machinery, providing a strong foundation for AI integration to enhance process control, monitoring, and optimization, leading to more efficient and autonomous operations.
AI can monitor cooking parameters such as temperature, time, and consistency in real-time, making precise, adaptive adjustments to ensure consistent product quality and efficiency, thereby reducing the need for constant human oversight.
Tasks requiring complex physical manipulation of non-uniform ingredients, intricate machine maintenance, or diagnosing highly unusual operational faults still largely depend on human dexterity, judgment, and problem-solving skills, which are challenging for current AI and robotics to fully replicate.
Timeline
Relevant news and cases, newest firstWatching gauges, dials, or other indicators to make sure a machine is working properly. Controlling operations of equipment or systems.
Open originalOperate or tend cooking equipment, such as steam cooking vats, deep fry cookers, pressure cookers, kettles, and boilers, to prepare food products.
Open originalOperate or tend cooking equipment, such as steam cooking vats, deep fry cookers, pressure cookers, kettles, and boilers, to prepare food products. Excludes Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders (51-3091).
Open originalTend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing. ... Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test ...
Open originalFood cooking machine operators and tenders operate or tend cooking equipment to prepare food products.
Open original