Fast Food and Counter Workers

AI & job outlook

What today's research says about this occupation's exposure to AI, how AI is actually being used in it, and where employment is headed. These are positions within published studies — measures of exposure and usage, not predictions that this job will disappear.

Exposure to current AI

Each study uses its own scale, so the raw scores are not comparable across rows — the percentile (this job's rank among all U.S. occupations with data) is the comparable figure, and sizes the bars.

OpenAI's exposure study scores tasks three ways: with a language model alone (α 0.0), with simple added tooling (β 0.1), and including AI-powered software (γ 0.1). Higher means more of the job's tasks could be done at least twice as fast — not that they will be automated away.

How AI is actually used in this job

Among measured AI assistant conversations mapped to this occupation (Anthropic Economic Index, 2026-01-15), these task types came up most. These are shares of observed AI conversations — not shares of the job, of worker time, or of what could be automated.

Job outlook

Independent U.S. Bureau of Labor Statistics employment projection for 2024–2034 — a labor-market forecast, not an AI-impact forecast.

“Annual openings” counts new jobs plus replacements for workers who leave the occupation, so it can be large even when growth is modest.

Tasks

All 28 tasks O*NET lists for this occupation, ordered by importance. Each links to its own page with AI-exposure and observed-use detail.

• Accept payment from customers, and make change as necessary. Core · importance 4.4
• Serve customers in eating places that specialize in fast service and inexpensive carry-out food. Core · importance 4.4
• Perform personnel activities, such as supervising and training employees. Core · importance 4.4
• Request and record customer orders, and compute bills, using cash registers, multi-counting machines, or pencil and paper. Core · importance 4.4
• Balance receipts and payments in cash registers. Core · importance 4.3
• Add relishes and garnishes to food orders, according to instructions. Supplemental · importance 4.3
• Communicate with customers regarding orders, comments, and complaints. Core · importance 4.3
• Serve food, beverages, or desserts to customers in such settings as take-out counters of restaurants or lunchrooms, business or industrial establishments, hotel rooms, and cars. Core · importance 4.2
• Monitor and order supplies or food items, and restock as necessary to maintain inventory. Core · importance 4.2
• Distribute food to servers. Supplemental · importance 4.2
• Perform cleaning duties, such as sweeping, mopping, and washing dishes, to keep equipment and facilities sanitary. Core · importance 4.2
• Brew coffee and tea, and fill containers with requested beverages. Core · importance 4.1
• Select food items from serving or storage areas and place them in dishes, on serving trays, or in take-out bags. Core · importance 4.1
• Clean and organize eating, service, and kitchen areas. Core · importance 4.1
• Prepare daily food items, and cook simple foods and beverages, such as sandwiches, salads, soups, pizza, or coffee, using proper safety precautions and sanitary measures. Core · importance 4.1
• Prepare and serve cold drinks, frozen milk drinks, or desserts, using drink-dispensing, milkshake, or frozen-custard machines. Core · importance 4.0
• Wrap menu items such as sandwiches, hot entrees, and desserts for serving or for takeout. Core · importance 4.0
• Notify kitchen personnel of shortages or special orders. Core · importance 3.9
• Set up dining areas for meals, and clear them following meals. Supplemental · importance 3.9
• Take customers' orders and write ordered items on tickets, giving ticket stubs to customers when needed to identify filled orders. Supplemental · importance 3.9
• Plan, prepare, and deliver meals to individuals with special dietary needs. Supplemental · importance 3.8
• Replenish foods at serving stations. Core · importance 3.8
• Collect and return dirty dishes to the kitchen for washing. Core · importance 3.8
• Scrub and polish counters, steam tables, and other equipment, and clean glasses, dishes, and fountain equipment. Core · importance 3.8
• Wash dishes, glassware, and silverware after meals. Core · importance 3.8
• Deliver orders to kitchens, and pick up and serve food when it is ready. Supplemental · importance 3.7
• Arrange tables and decorations according to instructions. Supplemental · importance 3.6
• Arrange reservations for patrons of dining establishments. Supplemental

Emerging tasks

Newer responsibilities O*NET has flagged as growing for this occupation.

• Check and monitor food temperatures while cooking.

Work activities

• Communicate with customers to resolve complaints or ensure satisfaction.
• Process customer bills or payments.
• Clean food preparation areas, facilities, or equipment.
• Clean tableware.
• Balance receipts.
• Operate cash registers.
• Take customer orders.
• Serve food or beverages.
• Cook foods.
• Clean food service areas.
• Order materials, supplies, or equipment.
• Prepare hot or cold beverages.
• Collect dirty dishes or other tableware.
• Package food or supplies.
• Communicate dining or order details to kitchen personnel.
• Arrange food for serving.
• Stock serving stations or dining areas with food or supplies.
• Train food preparation or food service personnel.
• Move equipment, supplies or food to required locations.
• Arrange tables or dining areas.
• Add garnishes to food.
• Deliver items.
• Prepare foods or meals.
• Manage preparation of special meals or diets.

Knowledge, skills & abilities

O*NET importance rating, from 1 (not important) to 5 (extremely important).

Knowledge

Essential skills

Transferable skills

Abilities

Skills in demand

Skills employers ask for in job postings for this occupation (Lightcast), with whether each is a common or specialized skill.

• English Language Common Skill
• Mathematics Common Skill
• Speech Recognition Specialized Skill
• Social Perceptiveness Common Skill
• Microsoft Windows Common Skill
• Microsoft Excel Common Skill
• Facebook Specialized Skill
• Active Listening Common Skill
• Information Ordering Specialized Skill
• Critical Thinking Common Skill
• Time Management Common Skill
• Reading Comprehension Common Skill
• Finger Dexterity Common Skill
• Deductive Reasoning Common Skill
• Foreign Language Common Skill
• Inductive Reasoning Common Skill
• Writing Common Skill
• Systems Analysis Specialized Skill
• Learning Strategies Specialized Skill
• Instructing Specialized Skill
• Negotiation Common Skill
• Complex Problem Solving Common Skill
• Active Learning Common Skill
• Telecommunications Specialized Skill
• Visualization Specialized Skill
• Psychology Specialized Skill
• Chemistry Specialized Skill
• Biology Specialized Skill
• Geography Specialized Skill
• Physics Specialized Skill
• Depth Perception Common Skill
• Installation Specialized Skill
• Equipment Selection Specialized Skill
• Equipment Maintenance Specialized Skill

Tools & technology

Work context

How characteristic each condition is of the job, on O*NET's 1–5 context scale (higher = more present in day-to-day work). Each condition links to how it varies across all occupations.

How to get in

Job zone

Zone 2 — Job Zone 1-2: Very Little to Some Preparation Needed

Education

Usually requires a high school diploma or GED, though some occupations may not.

Typical entry-level education

No formal educational credential · BLS, the typical path — not a requirement

Related experience

Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training.

Preparation level

SVP (Below 6.0) — total schooling plus on-the-job experience.

Education of current workers

Share of people in this occupation at each level of education.

Interests & work styles

The interests and personal qualities O*NET associates with people who do this work.

Career interests (Holland / RIASEC)

Interest areas

Work styles

Wages & employment

U.S. · annual wages (BLS OEWS)

Industries that employ this occupation

Where these workers are employed, by number of jobs (national, BLS OEWS). Pay shown is the occupation's national median, not industry-specific.

Where this work is most concentrated

Industries where this occupation is far more common than in the economy as a whole. The location quotient is how many times more concentrated it is here (a value of 5 means five times its economy-wide share).

Related occupations

Part of the Hospitality, Events, & Tourism career cluster.

• Dining Room and Cafeteria Attendants and Bartender Helpers · 35-9011.00 Compare →
• Food Preparation Workers · 35-2021.00 Compare →
• Food Servers, Nonrestaurant · 35-3041.00 Compare →
• Baristas · 35-3023.01 Compare →
• Waiters and Waitresses · 35-3031.00 Compare →
• Cooks, Restaurant · 35-2014.00 Compare →
• Cooks, Short Order · 35-2015.00 Compare →
• Dishwashers · 35-9021.00 Compare →
• Bartenders · 35-3011.00 Compare →
• Cooks, Fast Food · 35-2011.00 Compare →
• Chefs and Head Cooks · 35-1011.00 Compare →
• Bakers · 51-3011.00 Compare →

Side-by-side comparisons place two occupations’ pay, preparation, skills, and AI exposure on the same page — same data, same scale, no forecast.

What you can do with this

Options the data surfaces for Fast Food and Counter Workers — not advice or a forecast. Each is a real cross-link you can follow into the evidence.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
• BLS Employment Projections 2024–2034 U.S. Bureau of Labor Statistics
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• Microsoft “Working with AI” working-with-ai Microsoft Research
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-role-35-3023-00,
  title  = {Fast Food and Counter Workers},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/roles/role-35-3023-00}
}