AITakeover Tracker
46%medium risk

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.

Higher risk than 93% of occupations

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)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Cooks, Fast Food skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.6pt risk+$1K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$2K/yr salary

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

Less than High School87%
High School Diploma10%
Some College1%
Post-Secondary Certificate2%

Prior Experience Needed

Work experience required to enter this job

None76%
Up to 1 month7%
1-3 months10%
3-6 months2%
1-2 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

None32%
Up to 1 month43%
1-3 months25%

How AI Impacts Each Task

19 tasks analyzed

Maintain sanitation, health, and safety standards in work areas.

Risk: 45.0%AI: 30EstimatedTime: 4%

Clean food preparation areas, cooking surfaces, and utensils.

Risk: 45.0%AI: 30EstimatedTime: 8%

Verify that prepared food meets requirements for quality and quantity.

Risk: 76.0%AI: 67EstimatedTime: 3%

Cook and package batches of food, such as hamburgers or fried chicken, which are prepared to order or kept warm until sold.

Risk: 58.6%AI: 64.05ObservedTime: 12%

Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.

Risk: 59.4%AI: 66.1ObservedTime: 10%

Operate large-volume cooking equipment, such as grills, deep-fat fryers, or griddles.

Risk: 57.0%AI: 60EstimatedTime: 10%

Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.

Risk: 75.1%AI: 64.83ObservedTime: 5%

Measure ingredients required for specific food items being prepared.

Risk: 54.7%AI: 54.35ObservedTime: 3%

Take food and drink orders and receive payment from customers.

Risk: 88.0%AI: 97EstimatedTime: 8%

Clean, stock, and restock workstations and display cases.

Risk: 45.0%AI: 30EstimatedTime: 5%

Cook the exact number of items ordered by each customer, working on several different orders simultaneously.

Risk: 55.0%AI: 55EstimatedTime: 8%

Wash, cut, and prepare foods designated for cooking.

Risk: 58.3%AI: 63.25ObservedTime: 5%

Serve orders to customers at windows, counters, or tables.

Risk: 53.0%AI: 50EstimatedTime: 5%

Prepare and serve beverages, such as coffee or fountain drinks.

Risk: 61.0%AI: 70EstimatedTime: 4%

Pre-cook items, such as bacon, to prepare them for later use.

Risk: 53.0%AI: 50EstimatedTime: 3%

Mix ingredients, such as pancake or waffle batters.

Risk: 51.0%AI: 45EstimatedTime: 2%

Schedule activities and equipment use with managers, using information about daily menus to help coordinate cooking times.

Risk: 86.0%AI: 92EstimatedTime: 2%

Prepare dough, following recipe.

Risk: 58.6%AI: 64.03ObservedTime: 2%

Order and take delivery of supplies.

Risk: 82.0%AI: 82EstimatedTime: 2%

Protective Factors

Total protective discount: 22.9%

Essential Soft Skills

Traits that are hard for AI to replicate

CooperationDependabilitySelf ControlIntegrityConcern for OthersSocial OrientationStress ToleranceAttention to DetailLeadershipAdaptability/FlexibilityIndependencePersistence

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

$22,370Median: $30,160$38,980
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Cooks, Restaurant

32%
Medium Risk

Median salary: $36,830

Higher risk than 48% of other occupations

Waiters and Waitresses

34%
Medium Risk

Median salary: $33,760

Higher risk than 61% of other occupations

Cooks, Short Order

34%
Medium Risk

Median salary: $35,620

Higher risk than 61% of other occupations

Bakers

37%
Medium Risk

Median salary: $36,650

Higher risk than 71% of other occupations

Food Preparation Workers

37%
Medium Risk

Median salary: $34,220

Higher risk than 71% of other occupations

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

40%
Medium Risk

Median salary: $30,380

Higher risk than 79% of other occupations

Cooks, Institution and Cafeteria

40%
Medium Risk

Median salary: $36,450

Higher risk than 80% of other occupations

Combined Food Preparation and Serving Workers, Including Fast Food

43%
Medium Risk

Higher risk than 89% of other occupations

Food Servers, Nonrestaurant

44%
Medium Risk

Median salary: $34,460

Higher risk than 90% of other occupations

Counter Attendants, Cafeteria, Food Concession, and Coffee Shop

47%
Medium Risk

Higher risk than 94% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

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

+0.5

overall change

Checking for existing plan...

Related News

Recent articles about AI affecting this occupation

1 articles

Bespoke AI models are the next big thing in filmmaking

The film industry is increasingly exploring custom artificial intelligence tools, raising concerns about the future of traditional Hollywood jobs.

The Verge AI4d ago