AI Automation Index

Will AI Replace Cooks, Restaurant?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Cooks, Restaurant. Run the upskilling simulator.

E-E-A-T Verified
• Developed & audited by Gini Loh

AI Vulnerability

45% risk score

Median Salary

$37,390 / year

Growth Demand

Very High

Constituent Task Mix

We parsed O*NET's 20 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 5%
Medium Automation Risk (Cognitive/Technical) 80%
Low Automation Risk (Strategy/Leadership) 15%

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constituent Tasks

Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.

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

Inspect and clean food preparation areas, such as equipment, work surfaces, and serving areas, to ensure safe and sanitary food-handling practices.

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

Portion, arrange, and garnish food, and serve food to waiters or patrons.

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

Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.

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

Season and cook food according to recipes or personal judgment and experience.

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

Coordinate and supervise work of kitchen staff.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

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

Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.

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

Turn or stir foods to ensure even cooking.

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

Observe and test foods to determine if they have been cooked sufficiently, using methods such as tasting, smelling, or piercing them with utensils.

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

Substitute for or assist other cooks during emergencies or rush periods.

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

Wash, peel, cut, and seed fruits and vegetables to prepare them for consumption.

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

Bake breads, rolls, cakes, and pastries.

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

Carve and trim meats such as beef, veal, ham, pork, and lamb for hot or cold service, or for sandwiches.

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

Keep records and accounts.

Routine cognitive or manual task with high vulnerability to automation.

Prepare relishes and hors d'oeuvres.

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

Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.

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

Consult with supervisory staff to plan menus, taking into consideration factors such as costs and special event needs.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Butcher and dress animals, fowl, or shellfish, or cut and bone meat prior to cooking.

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

Plan and price menu items.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

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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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