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AI Risk Comparison

Cooks, Restaurant vs Chefs and Head Cooks

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Chefs and Head Cooks
Higher risk
Cooks, Restaurant
Risk gap
62 points
Food ServiceO*NET: 35-2014.00

Cooks, Restaurant

Prepare, season, and cook dishes such as soups, meats, vegetables, or desserts in restaurants. May order supplies, keep records and accounts, price items on menu, or plan menu.

AI Risk Score

87/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.
  • Monitoring Processes, Materials, or Surroundings
  • Processing Information
  • Evaluating Information to Determine Compliance with Standards

Top skills

Speaking3.00/5
Critical Thinking3.00/5
Monitoring3.00/5
Time Management3.00/5
Active Listening2.88/5

Recommended career pivots

Cooks, Short Order75/100Cooks, Institution and Cafeteria81/100Food Preparation Workers78/100Bakers87/100Cooks, Fast Food87/100
Food ServiceO*NET: 35-1011.00

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.

AI Risk Score

25/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Monitor sanitation practices to ensure that employees follow standards and regulations.
  • Check the quantity and quality of received products.
  • Check the quality of raw or cooked food products to ensure that standards are met.
  • Scheduling Work and Activities

Top skills

Coordination4.12/5
Monitoring4.00/5
Speaking3.88/5
Social Perceptiveness3.88/5
Time Management3.88/5

Recommended career pivots

Bakers87/100Cooks, Restaurant87/100Cooks, Private Household89/100Cooks, Institution and Cafeteria81/100Food Service Managers28/100

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