How Exposed Are Cooks, Institution and Cafeteria to AI? — The 2026 Risk Report
Prepare and cook large quantities of food for institutions, such as schools, hospitals, or cafeterias.
Data sources: O*NET 29.0, BLS OES. AI capability mapping updated March 2026. Task exposure does not equal full job replacement.
Key Statistics
- AI Risk Score
- 22.3% (low risk)
- Median Annual Salary
- $31,800
- Employment Growth
- +7%
- Total Employment
- 866,667
- Risk Timeline
- Minimal foreseeable impact
Risk Profile
- AI Exposure
- 22.3%
- Human Moat
- 10%
- Pivot Ease
- 0%
- AI Augmentation
- 46%
How exposed are Cooks, Institution and Cafeterias to AI?
How much of this job can AI handle in each area (0% = no AI capability, 100% = fully automatable):
- Text & Language Processing
- 74.0%
- Data Analysis & Pattern Recognition
- 77.7%
- Visual & Creative Work
- 68.0%
- Code & Logical Reasoning
- 60.7%
- Physical & Manual Tasks
- 11.3%
- Social & Emotional Intelligence
- 7.7%
AI exposure dimensions for Cooks, Institution and Cafeteria: Text & Language Processing: 74.0%, Data Analysis & Pattern Recognition: 77.7%, Visual & Creative Work: 68.0%, Code & Logical Reasoning: 60.7%, Physical & Manual Tasks: 11.3%, Social & Emotional Intelligence: 7.7%.
Key Tasks
- Monitor and record food temperatures to ensure food safety.
- Cook foodstuffs according to menus, special dietary or nutritional restrictions, or numbers of portions to be served.
- Rotate and store food supplies.
- Wash pots, pans, dishes, utensils, or other cooking equipment.
- Apportion and serve food to facility residents, employees, or patrons.
What AI can automate for Cooks, Institution and Cafeteria
- Inventory management and ordering
- Menu cost calculation
- Standard recipe scaling
What stays irreplaceable for Cooks, Institution and Cafeteria
- Food preparation and cooking requiring physical skill
- Customer hospitality and experience
- Creative menu development
- Handling food safely in dynamic kitchen
- Team leadership under pressure
Bottom Line
22% AI exposure — low automation risk (Anthropic, March 2026). BLS projects +7% job growth 2024–34. Median $31K/yr (BLS 2024). Defend your human strengths: judgment stays irreplaceable.
Verdict: Defend
Not all Cooks, Institution and Cafeterias face the same AI risk
Your title matters less than your task mix. Two people with the same job can have very different exposure. Lower exposure if you do more client-facing, advisory, or coordination work. Higher exposure if most of your day is repetitive digital output.
What the AI-resilient Cooks, Institution and Cafeteria looks like
This role already has strong human elements. The best cooks, institution and cafeteria will strengthen their advantage by deepening interpersonal skills, leveraging physical presence, and becoming the person who checks and improves AI output.
What stays human for Cooks, Institution and Cafeteria
Creative menu planning and adapting recipes to individual tastes.
Career pivot tip
Specialize in dietary needs or become a personal chef for higher demand.
What not to panic about
AI automates tasks, not your full professional value. Trust, judgment, responsibility, and context still matter deeply. The people most at risk are usually those who stay static. Using AI early often matters more than fearing it.
Cooks, Institution and Cafeteria salary in 2026
Estimated 2026 salary: $33,000. Current median: $31,800. Growth outlook: +7% through 2033. Total employment: 866,667.
Your 3-move defense plan as a Cooks, Institution and Cafeteria
As AI transforms the Cooks, Institution and Cafeteria profession, developing complementary skills is essential. Focus on areas where human judgment, creativity, and interpersonal skills provide an irreplaceable advantage.
Can AI increase Cooks, Institution and Cafeteria salary?
Current median salary: $31,800. Professionals who adopt AI tools early in this field can see significant productivity gains that translate to higher compensation.
AI tools every Cooks, Institution and Cafeteria should know
- {'name': 'Inventory Management Software', 'use_case': 'Predicting food needs and reducing waste in the kitchen.'}
- {'name': 'Automated Cooking Equipment', 'use_case': 'Assisting with repetitive tasks like stirring and temperature control.'}
What AI changes for Cooks, Institution and Cafeterias
This occupation has a LOW AI exposure risk (22.3%) due to its high Physical (89%) and low Social (8%) dimensions. While AI can assist with menu planning, inventory prediction, and recipe optimization, the core tasks of preparing and cooking large quantities of food require manual dexterity, real-time sensory judgment, and hands-on kitchen management that remain difficult to automate. Institutional kitchens often operate with limited staff and high-volume demands, making AI-driven tools for forecasting and inventory particularly valuable for enhancing rather than replacing these workers. The moderate Data dimension (78%) suggests opportunities for AIaugmented decision-making in food costing and supply chain management. Workers should focus on developing skills in AI-powered kitchen management systems, food safety technology, and recipe development tools to remain competitive. The low salary ($31,800) and moderate growth (7%) indicate this is a stable but entry-level oriented field where AI literacy could accelerate advancement to supervisory roles.
Related Careers to Cooks, Institution and Cafeteria
- Fast Food and Counter Workers — 22.5% AI risk
- Cooks, Short Order — 24.4% AI risk
- Bartenders — 25.3% AI risk
- Waiters and Waitresses — 32.3% AI risk
- Chefs and Head Cooks — 12.0% AI risk
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