Cooks, Private Household
Prepare meals in private homes. Includes personal chefs.
How AI Impacts Each Task
13 tasks analyzed
Plan menus according to employers' needs and diet restrictions.
Stock, organize, and clean kitchens and cooking utensils.
Cool, package, label, and freeze foods for later consumption and provide instructions for reheating.
Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries.
Keep records pertaining to menus, finances, and other business-related issues.
Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff.
Shop for or order food and kitchen supplies and equipment.
Specialize in preparing fancy dishes or food for special diets.
Direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food.
Create and explore new cuisines.
Serve meals and snacks to employing families and their guests.
Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.
Travel with employers to vacation homes to provide meal preparation at those locations.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Plan menus according to employers' needs and diet restrictions. | 80Estimated | 59.0% | 5% | |
| Stock, organize, and clean kitchens and cooking utensils. | 15Estimated | 39.0% | 15% | |
| Cool, package, label, and freeze foods for later consumption and provide instructions for reheating. | 20Estimated | 41.0% | 5% | |
| Peel, wash, trim, and cook vegetables and meats, and bake breads and pastries. | 10Estimated | 13.0% | 20% | |
| Keep records pertaining to menus, finances, and other business-related issues. | 90Estimated | 85.2% | 5% | |
| Prepare meals in private homes according to employers' recipes or tastes, handling all meals for the family and possibly for other household staff. | 10Estimated | 13.0% | 15% | |
| Shop for or order food and kitchen supplies and equipment. | 59.92Observed | 73.2% | 8% | |
| Specialize in preparing fancy dishes or food for special diets. | 5Estimated | 11.0% | 5% | |
| Direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food. | 10Estimated | 19.0% | 5% | |
| Create and explore new cuisines. | 70Estimated | 55.0% | 3% | |
| Serve meals and snacks to employing families and their guests. | 10Estimated | 19.0% | 5% | |
| Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events. | 50Estimated | 47.0% | 5% | |
| Travel with employers to vacation homes to provide meal preparation at those locations. | 5Estimated | 11.0% | 4% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
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Score History
Risk score over 2 scoring runs
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation
X Square Teases New AI Humanoid Robot for Domestic Labor
Robotics firm X Square is launching a new humanoid robot designed specifically for domestic labor. The upcoming release threatens to disrupt the gig economy and domestic service sectors by automating household tasks.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis