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Food Preparation Workers

SOC: 35-2021.00 · Job Zone: 2

AI Impact Score: 34/100 — AI-Augmented, Human-Led
By Meo Advisors Editorial, Editorial Team
AI Score
34/100
AI-Augmented, Human-Led
Employment
889K
Median Wage
$34,220
per year
Timeline
10+ years
to significant impact

Key Takeaways

  • AI Impact Score: 34/100AI-Augmented, Human-Led. This role is relatively AI-resistant due to physical or interpersonal requirements.
  • 889K workers currently employed.
  • Mean annual wage: $34,220.
  • 4 of 15 key tasks can already be performed by AI tools today.

What Food Preparation Workers Do

Perform a variety of food preparation duties other than cooking, such as preparing cold foods and shellfish, slicing meat, and brewing coffee or tea.

Also known as

Common HR-system job titles that map to this O*NET occupation (35-2021.00). Use these terms in resumes, postings, and org charts to match this AI-replaceability profile.

Back of House Team Member (BOH Team Member)Cafeteria AideCarverCatererCaterer HelperCatering AssistantChicken and Fish ButcherCoffee BrewerCoffee MakerCold Meat Cook

Have a job title that doesn't appear here? Upload your org chart to score your full headcount against AI replaceability.

AI Impact Analysis

Food Preparation Workers represent a substantial workforce of 888,770 employees earning a mean annual wage of $34,220. This occupation sits in Job Zone 2, requiring minimal formal education but significant hands-on training. The role encompasses diverse tasks from basic food preparation and sanitation to customer service and inventory management, making it a complex target for AI automation.

Current AI tools are beginning to automate specific administrative and monitoring tasks within food preparation environments. Temperature monitoring systems powered by IoT sensors and AI analytics platforms like IBM Watson IoT automatically track and record food storage temperatures, eliminating the manual task of taking and recording temperatures. Inventory management systems integrated with AI, such as Toast POS and Resy, automatically track supply levels and generate reorder alerts, reducing the need for workers to manually inform supervisors about low stock. Recipe scaling and ingredient measurement tasks are being augmented by AI-powered kitchen management systems like ChefTec and CBORD Foodservice Suite, which calculate precise measurements and provide step-by-step preparation guidance.

The core physical tasks that define this occupation remain firmly in human control. Washing, peeling, and cutting various foods requires dexterous manipulation that current robotics cannot match at the speed and quality standards of commercial kitchens. The critical task of cleaning and sanitizing work areas, equipment, and utensils demands human judgment to identify contamination risks and adapt cleaning protocols to different situations. Customer-facing activities like distributing food to servers, packaging take-out orders, and operating cash registers require the social perceptiveness and active listening skills that rank among the top competencies for this role.

Over the next 1-3 years, expect expanded deployment of AI-powered inventory systems and automated temperature monitoring across mid-to-large restaurant chains. Voice AI assistants will likely augment communication between food prep workers and kitchen staff, streamlining coordination tasks. The 3-5 year horizon will bring more sophisticated kitchen automation, including robotic systems for basic cutting and portioning tasks in high-volume operations, though these will supplement rather than replace human workers who will focus on quality control and complex preparation tasks.

Major restaurant chains are already implementing AI solutions in their operations. McDonald's uses AI-powered systems for inventory management and demand forecasting, while Domino's has deployed AI chatbots for order processing. Chipotle is testing robotic systems for tasks like avocado preparation, though these remain in pilot phases. White Castle has introduced AI-powered fryer systems that automatically adjust cooking times and temperatures, demonstrating how AI augments rather than replaces food preparation workers by handling monitoring and adjustment tasks.

Task-by-Task AI Analysis

TaskAI Status
Clean and sanitize work areas, equipment, utensils, dishes, or silverware.
Requires human judgment for contamination assessment and adaptive cleaning protocols.
Human Essential
5+ years
Assist cooks and kitchen staff with various tasks as needed, and provide cooks with needed items.
AI can streamline communication and task coordination but human execution remains essential.
AI Assists
1-2 years
Take and record temperature of food and food storage areas, such as refrigerators and freezers.
IoT sensors with AI analytics automatically monitor and log temperatures continuously.
AI Can Do This
Now
Carry food supplies, equipment, and utensils to and from storage and work areas.
Requires complex navigation and object manipulation in dynamic kitchen environments.
Human Essential
5+ years
Store food in designated containers and storage areas to prevent spoilage.
AI can optimize storage protocols and expiration tracking but physical handling remains human.
AI Assists
1-2 years
Weigh or measure ingredients.
AI-powered scales and recipe systems provide precise measurements but human verification needed.
AI Assists
Now
Operate cash register, handle money, and give correct change.
AI-powered POS systems handle calculations and payment processing automatically.
AI Can Do This
Now
Wash, peel, and cut various foods, such as fruits and vegetables, to prepare for cooking or serving.
Requires dexterous manipulation and quality judgment that current robotics cannot match.
Human Essential
5+ years
Inform supervisors when equipment is not working properly and when food and supplies are getting low, and order needed items.
AI systems automatically monitor equipment status and inventory levels, generating alerts.
AI Can Do This
Now
Prepare a variety of foods, such as meats, vegetables, or desserts, according to customers' orders or supervisors' instructions, following approved procedures.
AI provides step-by-step guidance and quality standards but human execution essential.
AI Assists
1-2 years
Distribute food to waiters and waitresses to serve to customers.
Requires coordination with service staff and quality verification before distribution.
Human Essential
3-5 years
Remove trash and clean kitchen garbage containers.
Requires navigation of complex kitchen spaces and handling of varied waste materials.
Human Essential
5+ years
Package take-out foods or serve food to customers.
Requires customer interaction skills and quality presentation judgment.
Human Essential
3-5 years
Distribute menus to hospital patients, collect diet sheets, and deliver food trays and snacks to nursing units or directly to patients.
Requires patient interaction skills and navigation of healthcare environments.
Human Essential
5+ years
Vacuum dining area and sweep and mop kitchen floor.
Robotic cleaning systems can handle routine floor cleaning in defined spaces.
AI Can Do This
1-2 years

AI Tools Disrupting Food Preparation Workers

IBM Watson IoTmedium impact
IoT Analytics
Temperature monitoring and recording of food storage areas
Toast POShigh impact
AI-powered POS
Cash register operation and payment processing
ChefTecmedium impact
Kitchen Management
Recipe scaling and ingredient measurement calculations
CBORD Foodservice Suitehigh impact
Inventory Management
Inventory tracking and automated reordering
Voice AI Assistantslow impact
Voice AI
Communication coordination between kitchen staff
Roomba Commercialmedium impact
Robotic Cleaning
Floor cleaning and basic sanitation tasks

Key Skills

Active Listening
3.0 / 5
Service Orientation
3.0 / 5
Time Management
3.0 / 5
Speaking
2.9 / 5
Coordination
2.9 / 5
Critical Thinking
2.8 / 5
Reading Comprehension
2.6 / 5
Social Perceptiveness
2.6 / 5
Monitoring
2.5 / 5
Judgment and Decision Making
2.4 / 5
Quality Control Analysis
2.1 / 5
Mathematics
2.0 / 5

Key Tasks

  • Clean and sanitize work areas, equipment, utensils, dishes, or silverware.
  • Assist cooks and kitchen staff with various tasks as needed, and provide cooks with needed items.
  • Distribute food to waiters and waitresses to serve to customers.
  • Take and record temperature of food and food storage areas, such as refrigerators and freezers.
  • Carry food supplies, equipment, and utensils to and from storage and work areas.
  • Remove trash and clean kitchen garbage containers.
  • Store food in designated containers and storage areas to prevent spoilage.
  • Weigh or measure ingredients.
  • Operate cash register, handle money, and give correct change.
  • Vacuum dining area and sweep and mop kitchen floor.
  • Inform supervisors when equipment is not working properly and when food and supplies are getting low, and order needed items.
  • Wash, peel, and cut various foods, such as fruits and vegetables, to prepare for cooking or serving.

Technology Skills Used

Microsoft ExcelMicrosoft Office softwareBarrington Software CookenPro CommercialCBORD Foodservice SuiteCBORD NetRecipeCulinary Software Services ChefTecEGS CALCMENUiProMaster Cook Deluxe Professional CookMealmaster Cookbook WizardMicroBlast Recipe Wizard for WindowsQuizletRecipe softwareValuSoft MasterCookYouTube

Hot + In Demand  Hot Technology  In Demand   ↗ = View AI replaceability analysis

Salary Range

N/A
N/A
Median: $34,220
10th percentile90th percentile

Career Transition Guidance

Food Preparation Workers possess transferable skills that open pathways to several related occupations with higher wages and growth potential. The strongest transition path leads to Cooks (Restaurant, Short Order, or Institution/Cafeteria), where existing food preparation experience, time management skills, and knowledge of kitchen operations provide direct advantages. These roles typically offer higher wages and more creative autonomy while building on established competencies in food handling and safety protocols.

Workers can also leverage their customer service experience and cash handling skills to transition into Fast Food and Counter Workers supervisory roles or move into specialized positions like Butchers and Meat Cutters, which offer mean wages above $37,000. The service orientation and social perceptiveness skills developed in food preparation translate well to Food Servers (Nonrestaurant) positions in healthcare or corporate settings. For those interested in expanding their culinary skills, becoming a Baker represents a natural progression that builds on existing food preparation knowledge while requiring additional training in specialized techniques and equipment operation, typically achievable through 6-12 months of focused apprenticeship or culinary program completion.

Related Occupations

Cooks, Restaurant
35-2014.00
Cooks, Short Order
35-2015.00
Fast Food and Counter Workers
35-3023.00
Cooks, Institution and Cafeteria
35-2012.00
Butchers and Meat Cutters
51-3021.00
Dining Room and Cafeteria Attendants and Bartender Helpers
35-9011.00
Bakers
51-3011.00
Food Servers, Nonrestaurant
35-3041.00
Cooks, Fast Food
35-2011.00
Baristas
35-3023.01
Chefs and Head Cooks
35-1011.00
Cooks, Private Household
35-2013.00

Frequently Asked Questions

Will AI replace Food Preparation Workers?

No, AI will not replace the 888,770 Food Preparation Workers in the US. With an AI Impact Score of 34/100, this occupation faces LOW disruption risk over the next 10+ years. AI will automate specific tasks like temperature monitoring and inventory tracking while augmenting others, but the core physical preparation and customer service tasks remain human-essential.

What AI tools are used in Food Preparation Workers roles?

Current AI tools include IBM Watson IoT for temperature monitoring, Toast POS and Resy for inventory management and payment processing, ChefTec and CBORD Foodservice Suite for recipe management and ingredient scaling, and voice AI assistants for kitchen communication and coordination.

What is the salary outlook for Food Preparation Workers with AI?

Food Preparation Workers currently earn a mean annual wage of $34,220. As AI automates routine monitoring and administrative tasks, workers who develop skills in quality control, customer service, and complex food preparation techniques may see wage premiums, while the overall employment level of 888,770 workers is expected to remain stable.

What skills should Food Preparation Workers develop for the AI era?

Focus on skills AI cannot replicate: Active Listening (importance 3/5), Service Orientation (3/5), and Social Perceptiveness (2.62/5) for customer interaction. Develop expertise in Critical Thinking (2.75/5) and Quality Control Analysis (2.12/5) to oversee AI-augmented processes and ensure food safety standards.

How many Food Preparation Workers jobs are there in the US?

There are currently 888,770 Food Preparation Workers employed in the US. With a LOW AI disruption risk and timeline to significant change of 10+ years, this substantial workforce will remain stable as AI augments rather than replaces human workers in food preparation roles.