Community Sentiment
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AI Automation Index
Will AI Replace Cooks, Private Household?
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Cooks, Private Household. Run the upskilling simulator.
AI Vulnerability
42%
risk score
Median Salary
$47,940 / year
Growth Demand
Low
Constituent Task Mix
We parsed O*NET's 13 constituent tasks for this occupation and classified them by AI threat risk.
High Automation Risk (Routine Tasks) 8%
Medium Automation Risk (Cognitive/Technical) 69%
Low Automation Risk (Strategy/Leadership) 23%
How would you survive?
Automate your routine tasks and design your day around strategic advisory to future-proof this score.
Simulate Upskilling →constituent Tasks
Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.
Semi-structured task combining routine and non-routine responsibilities.
Cool, package, label, and freeze foods for later consumption and provide instructions for reheating.
Semi-structured task combining routine and non-routine responsibilities.
Plan menus according to employers' needs and diet restrictions.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Shop for or order food and kitchen supplies and equipment.
Semi-structured task combining routine and non-routine responsibilities.
Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.
Semi-structured task combining routine and non-routine responsibilities.
Keep records pertaining to menus, finances, and other business-related issues.
Routine cognitive or manual task with high vulnerability to automation.
Stock, organize, and clean kitchens and cooking utensils.
Semi-structured task combining routine and non-routine responsibilities.
Direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Specialize in preparing fancy dishes or food for special diets.
Semi-structured task combining routine and non-routine responsibilities.
Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Create and explore new cuisines.
Semi-structured task combining routine and non-routine responsibilities.
Serve meals and snacks to employing families and their guests.
Semi-structured task combining routine and non-routine responsibilities.
Travel with employers to vacation homes to provide meal preparation at those locations.
Semi-structured task combining routine and non-routine responsibilities.
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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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