Job Check
Fast Food and Counter Workers
Perform duties such as taking orders and serving food and beverages. Serve customers at counter or from a steam table. May take payment. May prepare food and beverages.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Accept payment from customers, and make change as necessary.Mostly human for now
- 02Serve customers in eating places that specialize in fast service and inexpensive carry-out food.Mostly human for now
- 03Request and record customer orders, and compute bills, using cash registers, multi-counting machines, or pencil and paper.AI could speed this up, with extra tools
- 04Balance receipts and payments in cash registers.Mostly human for now
- 05Communicate with customers regarding orders, comments, and complaints.Mostly human for now
- 06Serve 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.Mostly human for now
- 07Monitor and order supplies or food items, and restock as necessary to maintain inventory.Mostly human for now
- 08Perform cleaning duties, such as sweeping, mopping, and washing dishes, to keep equipment and facilities sanitary.Mostly human for now
- 09Brew coffee and tea, and fill containers with requested beverages.Mostly human for now
- 10Clean and organize eating, service, and kitchen areas.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
6%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 56% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 81% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Accept payment from customers, and make change as necessary.
- Serve customers in eating places that specialize in fast service and inexpensive carry-out food.
- Balance receipts and payments in cash registers.