Cooks, Fast Food
Prepare and cook food in a fast food restaurant with a limited menu. Duties of these cooks are limited to preparation of a few basic items and normally involve operating large-volume single-purpose cooking equipment.
How AI Impacts Each Task
19 tasks analyzed
Maintain sanitation, health, and safety standards in work areas.
Clean food preparation areas, cooking surfaces, and utensils.
Verify that prepared food meets requirements for quality and quantity.
Cook and package batches of food, such as hamburgers or fried chicken, which are prepared to order or kept warm until sold.
Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
Operate large-volume cooking equipment, such as grills, deep-fat fryers, or griddles.
Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
Measure ingredients required for specific food items being prepared.
Take food and drink orders and receive payment from customers.
Clean, stock, and restock workstations and display cases.
Cook the exact number of items ordered by each customer, working on several different orders simultaneously.
Wash, cut, and prepare foods designated for cooking.
Serve orders to customers at windows, counters, or tables.
Prepare and serve beverages, such as coffee or fountain drinks.
Pre-cook items, such as bacon, to prepare them for later use.
Mix ingredients, such as pancake or waffle batters.
Schedule activities and equipment use with managers, using information about daily menus to help coordinate cooking times.
Prepare dough, following recipe.
Order and take delivery of supplies.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Maintain sanitation, health, and safety standards in work areas. | 30Estimated | 45.0% | 4% | |
| Clean food preparation areas, cooking surfaces, and utensils. | 30Estimated | 45.0% | 8% | |
| Verify that prepared food meets requirements for quality and quantity. | 67Estimated | 76.0% | 3% | |
| Cook and package batches of food, such as hamburgers or fried chicken, which are prepared to order or kept warm until sold. | 64.05Observed | 58.6% | 12% | |
| Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time. | 66.1Observed | 59.4% | 10% | |
| Operate large-volume cooking equipment, such as grills, deep-fat fryers, or griddles. | 60Estimated | 57.0% | 10% | |
| Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions. | 64.83Observed | 75.1% | 5% | |
| Measure ingredients required for specific food items being prepared. | 54.35Observed | 54.7% | 3% | |
| Take food and drink orders and receive payment from customers. | 97Estimated | 88.0% | 8% | |
| Clean, stock, and restock workstations and display cases. | 30Estimated | 45.0% | 5% | |
| Cook the exact number of items ordered by each customer, working on several different orders simultaneously. | 55Estimated | 55.0% | 8% | |
| Wash, cut, and prepare foods designated for cooking. | 63.25Observed | 58.3% | 5% | |
| Serve orders to customers at windows, counters, or tables. | 50Estimated | 53.0% | 5% | |
| Prepare and serve beverages, such as coffee or fountain drinks. | 70Estimated | 61.0% | 4% | |
| Pre-cook items, such as bacon, to prepare them for later use. | 50Estimated | 53.0% | 3% | |
| Mix ingredients, such as pancake or waffle batters. | 45Estimated | 51.0% | 2% | |
| Schedule activities and equipment use with managers, using information about daily menus to help coordinate cooking times. | 92Estimated | 86.0% | 2% | |
| Prepare dough, following recipe. | 64.03Observed | 58.6% | 2% | |
| Order and take delivery of supplies. | 82Estimated | 82.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics 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.
Mathematics 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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
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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
Related News
Recent articles about AI affecting this occupation
Chipotle expands drone delivery and automated kitchen equipment rollout
The fast-casual chain is accelerating its rollout of high-efficiency kitchen equipment and drone delivery testing. This push toward automation aims to streamline operations, potentially reducing the need for human labor in food prep and delivery roles.
White Castle Adding 1,000 Automated Slider Kiosks
Rather than building fully staffed retail stores, White Castle will deploy 1,000 fully automated kiosks across a "wide range of markets."
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis