Chefs and Head Cooks
Direct and may participate in the preparation, seasoning, and cooking of salads, soups, fish, meats, vegetables, desserts, or other foods. May plan and price menu items, order supplies, and keep records and accounts.
How AI Impacts Each Task
21 tasks analyzed
Monitor sanitation practices to ensure that employees follow standards and regulations.
Check the quality of raw or cooked food products to ensure that standards are met.
Estimate amounts and costs of required supplies, such as food and ingredients.
Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food.
Supervise or coordinate activities of cooks or workers engaged in food preparation.
Inspect supplies, equipment, or work areas to ensure conformance to established standards.
Order or requisition food or other supplies needed to ensure efficient operation.
Determine production schedules and staff requirements necessary to ensure timely delivery of services.
Check the quantity and quality of received products.
Determine how food should be presented and create decorative food displays.
Plan, direct, or supervise food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel.
Coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.
Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.
Prepare and cook foods of all types, either on a regular basis or for special guests or functions.
Meet with sales representatives to negotiate prices or order supplies.
Recruit and hire staff, such as cooks and other kitchen workers.
Collaborate with other personnel to plan and develop recipes or menus, taking into account such factors as seasonal availability of ingredients or the likely number of customers.
Demonstrate new cooking techniques or equipment to staff.
Arrange for equipment purchases or repairs.
Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.
Record production or operational data on specified forms.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Monitor sanitation practices to ensure that employees follow standards and regulations. | 52Estimated | 70.0% | 5% | |
| Check the quality of raw or cooked food products to ensure that standards are met. | 20Estimated | 35.0% | 8% | |
| Estimate amounts and costs of required supplies, such as food and ingredients. | 59.62Observed | 73.1% | 4% | |
| Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food. | 64.05Observed | 40.6% | 6% | |
| Supervise or coordinate activities of cooks or workers engaged in food preparation. | 15Estimated | 21.0% | 10% | |
| Inspect supplies, equipment, or work areas to ensure conformance to established standards. | 52Estimated | 70.0% | 4% | |
| Order or requisition food or other supplies needed to ensure efficient operation. | 92Estimated | 86.0% | 4% | |
| Determine production schedules and staff requirements necessary to ensure timely delivery of services. | 90Estimated | 85.2% | 4% | |
| Check the quantity and quality of received products. | 57Estimated | 72.0% | 3% | |
| Determine how food should be presented and create decorative food displays. | 10Estimated | 13.0% | 5% | |
| Plan, direct, or supervise food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel. | 60.45Observed | 39.2% | 5% | |
| Coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains. | 60Estimated | 51.0% | 4% | |
| Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs. | 64.22Observed | 74.9% | 3% | |
| Prepare and cook foods of all types, either on a regular basis or for special guests or functions. | 20Estimated | 17.0% | 15% | |
| Meet with sales representatives to negotiate prices or order supplies. | 20Estimated | 23.0% | 3% | |
| Recruit and hire staff, such as cooks and other kitchen workers. | 30Estimated | 27.0% | 3% | |
| Collaborate with other personnel to plan and develop recipes or menus, taking into account such factors as seasonal availability of ingredients or the likely number of customers. | 60Estimated | 51.0% | 5% | |
| Demonstrate new cooking techniques or equipment to staff. | 15Estimated | 21.0% | 3% | |
| Arrange for equipment purchases or repairs. | 87Estimated | 84.0% | 2% | |
| Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets. | 51.55Observed | 35.6% | 2% | |
| Record production or operational data on specified forms. | 38.32Observed | 64.5% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension 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.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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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
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis