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.
AI Impact Summary
Cooks, Fast Food faces moderate AI displacement risk with a score of 46/100. This occupation has higher AI displacement risk than 93% of all analyzed occupations. Of 19 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Cooks, Fast Food skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
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
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% |
Protective Factors
Total protective discount: 22.9%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$30,160
per year
Mean Wage
$31,140
per year
Employment
668K
workers
Wage Range
$22,370 - $38,980
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsCooks, Restaurant
32%Median salary: $36,830
Higher risk than 48% of other occupations
Waiters and Waitresses
34%Median salary: $33,760
Higher risk than 61% of other occupations
Cooks, Short Order
34%Median salary: $35,620
Higher risk than 61% of other occupations
Bakers
37%Median salary: $36,650
Higher risk than 71% of other occupations
Food Preparation Workers
37%Median salary: $34,220
Higher risk than 71% of other occupations
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
40%Median salary: $30,380
Higher risk than 79% of other occupations
Cooks, Institution and Cafeteria
40%Median salary: $36,450
Higher risk than 80% of other occupations
Combined Food Preparation and Serving Workers, Including Fast Food
43%Higher risk than 89% of other occupations
Food Servers, Nonrestaurant
44%Median salary: $34,460
Higher risk than 90% of other occupations
Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
47%Higher risk than 94% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Cooks, Fast Food professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change
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