Takeover Tracker
29%medium risk

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.

Higher risk than 32% of occupations
Checking for existing plan...

How AI Impacts Each Task

21 tasks analyzed

Monitor sanitation practices to ensure that employees follow standards and regulations.

Risk: 70.0%AI: 52EstimatedTime: 5%

Check the quality of raw or cooked food products to ensure that standards are met.

Risk: 35.0%AI: 20EstimatedTime: 8%

Estimate amounts and costs of required supplies, such as food and ingredients.

Risk: 73.1%AI: 59.62ObservedTime: 4%

Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food.

Risk: 40.6%AI: 64.05ObservedTime: 6%

Supervise or coordinate activities of cooks or workers engaged in food preparation.

Risk: 21.0%AI: 15EstimatedTime: 10%

Inspect supplies, equipment, or work areas to ensure conformance to established standards.

Risk: 70.0%AI: 52EstimatedTime: 4%

Order or requisition food or other supplies needed to ensure efficient operation.

Risk: 86.0%AI: 92EstimatedTime: 4%

Determine production schedules and staff requirements necessary to ensure timely delivery of services.

Risk: 85.2%AI: 90EstimatedTime: 4%

Check the quantity and quality of received products.

Risk: 72.0%AI: 57EstimatedTime: 3%

Determine how food should be presented and create decorative food displays.

Risk: 13.0%AI: 10EstimatedTime: 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.

Risk: 39.2%AI: 60.45ObservedTime: 5%

Coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.

Risk: 51.0%AI: 60EstimatedTime: 4%

Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.

Risk: 74.9%AI: 64.22ObservedTime: 3%

Prepare and cook foods of all types, either on a regular basis or for special guests or functions.

Risk: 17.0%AI: 20EstimatedTime: 15%

Meet with sales representatives to negotiate prices or order supplies.

Risk: 23.0%AI: 20EstimatedTime: 3%

Recruit and hire staff, such as cooks and other kitchen workers.

Risk: 27.0%AI: 30EstimatedTime: 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.

Risk: 51.0%AI: 60EstimatedTime: 5%

Demonstrate new cooking techniques or equipment to staff.

Risk: 21.0%AI: 15EstimatedTime: 3%

Arrange for equipment purchases or repairs.

Risk: 84.0%AI: 87EstimatedTime: 2%

Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.

Risk: 35.6%AI: 51.55ObservedTime: 2%

Record production or operational data on specified forms.

Risk: 64.5%AI: 38.32ObservedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Chefs and Head Cooks skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.3pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Alternate Career Paths

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First-Line Supervisors of Food Preparation and Serving Workers

38%
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First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand

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First-Line Supervisors of Housekeeping and Janitorial Workers

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First-Line Supervisors of Personal Service Workers

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Higher risk than 39% of other occupations

First-Line Supervisors of Production and Operating Workers

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Higher risk than 67% of other occupations

First-Line Supervisors of Retail Sales Workers

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Median salary: $47,320

Higher risk than 66% of other occupations

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General and Operations Managers

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Higher risk than 29% of other occupations

Industrial Production Managers

30%
Medium Risk

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Marketing Managers

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Sales Managers

25%
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Score History

Risk score over 2 scoring runs

+0.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma11%
Some College22%
Post-Secondary Certificate7%
Associate's Degree44%
Bachelor's Degree11%
Level 104%

Prior Experience Needed

Work experience required to enter this job

None11%
1-2 years4%
2-4 years33%
4-6 years41%
6-8 years7%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None15%
Up to 1 month30%
1-3 months30%
3-6 months4%
6 months - 1 year4%
1-2 years4%
2-4 years4%
4-6 years11%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis