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Dining Room and Cafeteria Attendants and Bartender Helpers

SOC: 35-9011.00 · Job Zone: 2

AI Impact Score: 31/100 — AI-Augmented, Human-Led
By Meo Advisors Editorial, Editorial Team
AI Score
31/100
AI-Augmented, Human-Led
Employment
522K
Median Wage
$32,670
per year
Timeline
10+ years
to significant impact

Key Takeaways

  • AI Impact Score: 31/100AI-Augmented, Human-Led. This role is relatively AI-resistant due to physical or interpersonal requirements.
  • 522K workers currently employed.
  • Mean annual wage: $32,670.
  • 3 of 15 key tasks can already be performed by AI tools today.

What Dining Room and Cafeteria Attendants and Bartender Helpers Do

Facilitate food service. Clean tables; remove dirty dishes; replace soiled table linens; set tables; replenish supply of clean linens, silverware, glassware, and dishes; supply service bar with food; and serve items such as water, condiments, and coffee to patrons.

Also known as

Common HR-system job titles that map to this O*NET occupation (35-9011.00). Use these terms in resumes, postings, and org charts to match this AI-replaceability profile.

Banquet HousepersonBanquet Set Up PersonBar AttendantBarbackBar BackBarmaidBartender HelperBeverage ServerBreakfast AttendantBreakfast Bar Attendant

Have a job title that doesn't appear here? Upload your org chart to score your full headcount against AI replaceability.

AI Impact Analysis

Dining Room and Cafeteria Attendants and Bartender Helpers represent a workforce of 522,010 Americans earning a mean annual wage of $32,670. This occupation sits at the intersection of customer service and operational support, requiring a blend of interpersonal skills and routine task execution. Despite the physical nature of much of their work, significant portions of this role are experiencing AI-driven automation, particularly in inventory management, scheduling, and customer interaction workflows.

AI is already automating key operational tasks within this occupation. Point-of-sale systems like Toast and Square now integrate AI-powered inventory tracking that automatically monitors supply levels, reducing the manual effort required for maintaining adequate supplies of linens, silverware, and glassware. Scheduling platforms like Deputy and When I Work use machine learning algorithms to optimize staff schedules and predict peak service times. Customer greeting and seating functions are being augmented by AI-powered reservation systems like OpenTable and Resy, which can automatically assign tables and manage wait times. Cash register operations are increasingly handled by self-service kiosks powered by AI interfaces, reducing the need for human transaction processing.

However, the core interpersonal elements of this role remain fundamentally human-essential. Active listening, service orientation, and social perceptiveness—three of the top-weighted skills—cannot be effectively replicated by current AI systems. The physical tasks of wiping tables, carrying trays, and cleaning up spills require dexterity and situational awareness that exceed current robotic capabilities. Most critically, the ability to read customer emotions, handle complaints, and provide personalized service during unexpected situations relies on human judgment and empathy that AI cannot match.

Over the next 1-3 years, expect expanded deployment of AI-powered POS systems and automated inventory management across most establishments. Within 3-5 years, voice AI assistants will likely handle basic customer inquiries and order modifications, while predictive analytics will optimize supply chain management. However, the physical service aspects and complex customer interactions will continue requiring human workers, supporting our assessment of low automation risk with a 31/100 AI Impact Score.

Major restaurant chains like McDonald's and Panera are already implementing AI-driven ordering kiosks and automated inventory systems. Companies like Ziosk provide tablet-based ordering and payment systems that reduce the need for traditional table service. However, these implementations typically augment rather than replace human workers, shifting their focus toward higher-value customer interaction and problem-solving activities.

Task-by-Task AI Analysis

TaskAI Status
Run cash registers.
Self-service kiosks and AI-powered payment systems are already replacing manual cash register operations.
AI Can Do This
Now
Serve ice water, coffee, rolls, or butter to patrons.
Physical serving requires human dexterity and customer interaction that current robotics cannot replicate.
Human Essential
5+ years
Scrape and stack dirty dishes and carry dishes and other tableware to kitchens for cleaning.
Complex physical manipulation and navigation in dynamic environments remains beyond current robotic capabilities.
Human Essential
5+ years
Wipe tables or seats with dampened cloths or replace dirty tablecloths.
Detailed cleaning requires tactile feedback and adaptability to varying surface conditions.
Human Essential
5+ years
Set tables with clean linens, condiments, or other supplies.
AI can optimize supply allocation, but physical setup requires human precision.
AI Assists
1-2 years
Greet and seat customers.
AI handles reservations and table assignment, but personal greeting remains human-preferred.
AI Assists
Now
Clean up spilled food or drink or broken dishes and remove empty bottles and trash.
Emergency cleanup requires immediate assessment and careful handling of hazardous materials.
Human Essential
5+ years
Maintain adequate supplies of items, such as clean linens, silverware, glassware, dishes, or trays.
AI-powered inventory systems automatically track and predict supply needs.
AI Can Do This
1-2 years
Locate items requested by customers.
AI can provide location data, but physical retrieval requires human navigation.
AI Assists
1-2 years
Fill beverage or ice dispensers.
Smart dispensers can alert when refills are needed, but manual filling remains necessary.
AI Assists
1-2 years
Carry food, dishes, trays, or silverware from kitchens or supply departments to serving counters.
Complex navigation with fragile items requires human coordination and balance.
Human Essential
5+ years
Perform serving, cleaning, or stocking duties in establishments, such as cafeterias or dining rooms, to facilitate customer service.
AI can optimize task sequencing, but execution requires human flexibility.
AI Assists
1-2 years
Carry trays from food counters to tables for cafeteria patrons.
Precise navigation and customer interaction during delivery cannot be automated effectively.
Human Essential
5+ years
Replenish supplies of food or equipment at steam tables or service bars.
AI predicts replenishment needs, but physical restocking requires human judgment.
AI Assists
1-2 years
Wash glasses or other serving equipment at bars.
Automated dishwashing equipment already handles most glass cleaning operations.
AI Can Do This
Now

AI Tools Disrupting Dining Room and Cafeteria Attendants and Bartender Helpers

Square AI-powered POSmedium impact
Workflow Automation
Cash register operations and payment processing
Toast Restaurant Managementmedium impact
Workflow Automation
Inventory tracking and supply management
OpenTable AIlow impact
AI Assistant
Customer greeting and seating coordination
Deputy Schedulinglow impact
Workflow Automation
Staff scheduling and task assignment
Ziosk Tabletop Tabletsmedium impact
AI Assistant
Order taking and payment processing
IoT Sensor Networkslow impact
Workflow Automation
Beverage and supply level monitoring

Key Skills

Active Listening
3.0 / 5
Coordination
3.0 / 5
Service Orientation
3.0 / 5
Speaking
2.9 / 5
Monitoring
2.9 / 5
Social Perceptiveness
2.9 / 5
Judgment and Decision Making
2.9 / 5
Critical Thinking
2.8 / 5
Reading Comprehension
2.4 / 5
Time Management
2.3 / 5
Management of Personnel Resources
2.3 / 5
Active Learning
2.1 / 5

Key Tasks

  • Run cash registers.
  • Serve ice water, coffee, rolls, or butter to patrons.
  • Scrape and stack dirty dishes and carry dishes and other tableware to kitchens for cleaning.
  • Wipe tables or seats with dampened cloths or replace dirty tablecloths.
  • Set tables with clean linens, condiments, or other supplies.
  • Greet and seat customers.
  • Clean up spilled food or drink or broken dishes and remove empty bottles and trash.
  • Maintain adequate supplies of items, such as clean linens, silverware, glassware, dishes, or trays.
  • Locate items requested by customers.
  • Fill beverage or ice dispensers.
  • Carry food, dishes, trays, or silverware from kitchens or supply departments to serving counters.
  • Perform serving, cleaning, or stocking duties in establishments, such as cafeterias or dining rooms, to facilitate customer service.

Technology Skills Used

Hot + In Demand  Hot Technology  In Demand   ↗ = View AI replaceability analysis

Salary Range

N/A
N/A
Median: $32,670
10th percentile90th percentile

Career Transition Guidance

Workers in this occupation have strong transferable skills that align well with related food service roles. The core competencies in customer service, coordination, and active listening translate directly to positions like Food Servers (35-3041.00), Waiters and Waitresses (35-3031.00), and Hosts and Hostesses (35-9031.00). These lateral moves require minimal additional training and can often result in higher wages through increased customer interaction and tip opportunities.

For career advancement, consider transitioning to supervisory roles or specialized positions like Baristas (35-3023.01), which leverage the same service orientation skills but with additional technical training in beverage preparation. The experience in inventory management and supply coordination also provides a foundation for moving into food preparation roles (35-2021.00) or even restaurant management positions. Most transitions can be accomplished within 6-12 months through on-the-job training or short-term certification programs.

Workers should focus on developing digital literacy with POS systems and inventory management software, as these skills are increasingly valuable across all food service occupations. Those interested in longer-term career growth might consider pursuing certifications in food safety, customer service excellence, or hospitality management to differentiate themselves in an AI-augmented workplace.

Related Occupations

Food Servers, Nonrestaurant
35-3041.00
Fast Food and Counter Workers
35-3023.00
Waiters and Waitresses
35-3031.00
Food Preparation Workers
35-2021.00
Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
35-9031.00
Baristas
35-3023.01
Dishwashers
35-9021.00
Maids and Housekeeping Cleaners
37-2012.00
Bartenders
35-3011.00
Cooks, Short Order
35-2015.00
First-Line Supervisors of Food Preparation and Serving Workers
35-1012.00
Food Service Managers
11-9051.00

Frequently Asked Questions

Will AI replace Dining Room and Cafeteria Attendants and Bartender Helpers?

No, AI will not fully replace this occupation. With an AI Impact Score of 31/100, this role faces low automation risk. While AI automates inventory tracking and POS operations, the core customer service and physical tasks requiring human dexterity remain essential for the 522,010 workers in this field.

What AI tools are used in Dining Room and Cafeteria Attendants and Bartender Helpers roles?

Current AI tools include Square and Toast POS systems, OpenTable reservation management, Deputy scheduling software, and automated inventory tracking systems. These tools augment rather than replace human workers by handling routine data processing and optimization tasks.

What is the salary outlook for Dining Room and Cafeteria Attendants and Bartender Helpers with AI?

The current mean annual wage of $32,670 may see modest increases as AI automation shifts workers toward higher-value customer service tasks. Workers who develop skills in AI-augmented service delivery and problem-solving will likely command premium wages.

What skills should Dining Room and Cafeteria Attendants and Bartender Helpers develop for the AI era?

Focus on developing the top human-essential skills: active listening (3/5 importance), service orientation (3/5), and social perceptiveness (2.88/5). These interpersonal abilities cannot be replicated by AI and will become increasingly valuable as routine tasks become automated.

How many Dining Room and Cafeteria Attendants and Bartender Helpers jobs are there in the US?

There are currently 522,010 Dining Room and Cafeteria Attendants and Bartender Helpers employed in the United States. Despite AI automation of certain tasks, employment levels are expected to remain stable due to continued demand for human-delivered customer service.