Mostly Resilient

Last Update: 5/19/2026

Your role’s AI Resilience Score is

61.2%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Contributing sources

AI Resilience Report forDining Room and Cafeteria Attendants and Bartender Helpers

Dining Room and Cafeteria Attendants and Bartender Helpers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

This career is labeled "Mostly Resilient" because the physical and human elements of the job — like reading a busy room, responding to unexpected guest needs, and bringing warmth to the dining experience — are things today's robots still handle pretty awkwardly. While some restaurants are experimenting with tray-running robots and automated bartenders, real-world results have been bumpy, and most restaurant owners still find it more practical to invest in keeping good human staff than to buy expensive machines that need constant maintenance.

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This role is mostly resilient

This career is labeled "Mostly Resilient" because the physical and human elements of the job — like reading a busy room, responding to unexpected guest needs, and bringing warmth to the dining experience — are things today's robots still handle pretty awkwardly. While some restaurants are experimenting with tray-running robots and automated bartenders, real-world results have been bumpy, and most restaurant owners still find it more practical to invest in keeping good human staff than to buy expensive machines that need constant maintenance.

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Analysis of Current AI Resilience

Dining & Cafeteria Attendant

Updated Quarterly • Last Update: 5/14/2026

Analysis
Suggested Actions
State of Automation

How is AI changing Dining & Cafeteria Attendant jobs?

If you work as a dining room attendant, busser, or bartender helper, you might have heard people worry that robots are coming for restaurant jobs. The honest answer right now is: a little bit, but probably not as fast as the headlines suggest. According to a TD Bank survey of 253 restaurant franchise leaders, 54% of operators cited a shrinking labor pool as their biggest concern, and the top areas where they thought AI could help were labor efficiency, training, and scheduling — not actually replacing front-of-house helpers.

A National Restaurant Association report found that 26% of restaurant operators use AI tools, mostly for marketing and administrative tasks, while only 6% use AI for customer orders.

You can already see some early machines trying to do parts of your job. At CES 2026, AI Barmen unveiled a robotic bartender that mixes cocktails, manages inventory autonomously, and is aimed at labor shortages and inconsistent drink quality, and restaurants like Chili's and IHOP have tested "Servi" and "BellaBot" robots that roll food and dirty dishes between tables and the kitchen. But progress has been bumpy.

Kernel, a vegan restaurant in Manhattan known for its robot arm, closed within a year and rebranded as a human-powered sandwich shop, and Sweetgreen sold its "Infinite Kitchen" automation division to refocus on profitability.

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AI Adoption

How fast is AI adoption growing for Dining & Cafeteria Attendant?

Adoption is moving slowly for your role for a few practical reasons. As one University of Pennsylvania economist told Fortune, the question isn't technical possibility — it's whether the technology is worth the cost in today's economy [1]. Turnover already costs restaurants more than $2,700 per hourly worker, so most owners would rather spend money keeping human staff happy than buying expensive robots that need maintenance.

The work itself — scraping plates, refilling condiments, finding the salt a guest dropped, reading a busy room — mixes physical dexterity with human judgment that today's robots still handle clumsily. The National Restaurant Association's 2026 outlook [2] emphasizes that diners still want hospitality from real people, and a Nation's Restaurant News piece [3] notes operators see AI more as a tool to support staff than to replace them. The most likely future for you isn't being replaced — it's working alongside a tray-running robot while you focus on the friendly, attentive, problem-solving parts of service that customers actually value.

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More Career Info

Career: Dining Room and Cafeteria Attendants and Bartender Helpers

They assist in keeping dining areas clean, set up tables, and help servers and bartenders by bringing them supplies and clearing away dishes.

Employment & Wage Data

Median Wage

$32,670

Jobs (2024)

527,400

Growth (2024-34)

+6.3%

Annual Openings

99,600

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

93% ResilienceCore Task

Perform serving, cleaning, or stocking duties in establishments, such as cafeterias or dining rooms, to facilitate customer service.

2

93% ResilienceCore Task

Maintain adequate supplies of items such as clean linens, silverware, glassware, dishes, or trays.

3

92% ResilienceCore Task

Wipe tables or seats with dampened cloths or replace dirty tablecloths.

4

92% ResilienceCore Task

Clean and polish counters, shelves, walls, furniture, or equipment in food service areas or other areas of restaurants and mop or vacuum floors.

5

92% ResilienceSupplemental

Carry linens to or from laundry areas.

6

91% ResilienceCore Task

Set tables with clean linens, condiments, or other supplies.

7

91% ResilienceCore Task

Clean up spilled food or drink or broken dishes and remove empty bottles and trash.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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