Skip to content
OpenTrain AIFor AI Companies

Toast POS Hospitality Workflow Reviewer

Review Toast POS workflows, restaurant transactions, menus, and order flows to help improve AI understanding of hospitality operations. This part-time contractor role pays $28 to $92 per hour and requires daily hands-on Toast POS use.

Apply now
OpenTrain AI

Generative AI & RLHF

Remote Hourly · $28–$92/hr

$28–$92/hr

Compensation

Contract, part-time

Engagement

Remote

Location

Sep 23, 2026

Posted

Open in 52 countries

United States
+ more
  • Algeria
  • Argentina
  • Austria
  • Bahrain
  • Bangladesh
  • Belgium
  • Brazil
  • Canada
  • Chile
  • Colombia
  • Denmark
  • Egypt
  • France
  • Germany
  • Ghana
  • Greece
  • India
  • Indonesia
  • Italy
  • Japan
  • Jordan
  • Kazakhstan
  • Kenya
  • Kuwait
  • Kyrgyzstan
  • Lebanon
  • Malaysia
  • Mexico
  • Morocco
  • Netherlands
  • Nigeria
  • Oman
  • Pakistan
  • Palestine
  • Peru
  • Philippines
  • Portugal
  • Qatar
  • Saudi Arabia
  • Singapore
  • South Africa
  • Spain
  • Sri Lanka
  • Switzerland
  • Taiwan
  • Thailand
  • Tunisia
  • United Arab Emirates
  • United Kingdom
  • United States
  • Uzbekistan
  • Vietnam

The Work

You will help improve AI systems' understanding of restaurant technology and point-of-sale operations. The work combines practical hospitality knowledge with clear written and verbal explanations of how restaurant systems are configured, used, and improved.

  • Analyze Toast POS workflows for order entry, payment processing, reporting, and restaurant operations.
  • Create realistic, scenario-based documentation and step-by-step guides based on restaurant procedures.
  • Review Toast POS functionality and explain usability, implementation, and troubleshooting challenges.
  • Describe configuration and optimization practices for quick-service, casual, and fine-dining restaurants.
  • Annotate and evaluate transaction data, menus, and order flows for AI training.
  • Collaborate on prompts, tasks, and datasets and explain Toast POS concepts to technical and non-technical audiences.

What It Pays and Takes

This is a part-time contractor role for people with current, hands-on experience using Toast POS in hospitality work.

  • $28 to $92 per hour.
  • Part-time contractor work.
  • Open to candidates in the listed countries across the Americas, Europe, Asia, Africa, and the Middle East.
  • Fluent in English.
  • Current hospitality employment with daily hands-on use of Toast POS is required.
  • Strong understanding of restaurant ordering, payment, and point-of-sale workflows.
  • Excellent written and verbal communication.
  • Able to document processes for both technical and non-technical audiences.
  • Understanding of how POS needs differ across quick-service, casual, and fine-dining restaurants.
  • Experience training, mentoring, or supporting people who are adopting restaurant technology is helpful.

How It Works

Apply on OpenTrain with your resume, then complete the application on the hiring site.

About AI Training Work

AI training is the human work behind systems that learn from examples, explanations, and evaluations. People with practical experience are needed to show AI how real-world processes work and to judge whether its results are useful and accurate.

Requirements

  • Experience: Entry level
  • Languages: English

How to apply

  1. Apply here on OpenTrain. You create a free account, and we send you to the hiring platform.
  2. Complete your application on the hiring platform.

Ready to apply?

Create a free OpenTrain account and apply for this role in minutes.

Keep exploring

Similar open roles

View all AI training jobs

US Business Analyst, Chatbot Response Evaluation

Evaluate chatbot responses against business requirements, workflows, and functional needs in a US-based freelance AI training project. Apply through OpenTrain and use your business analysis skills to help improve accounting and finance applications.

Generative AI & RLHF
Text
Remote · United States
English
Part-time · Flexible
Entry level

Posted Oct 13, 2026

National Park Ranger AI Response Evaluator

Use National Park Service experience to evaluate AI answers about passes, permits, safety, regulations, and trip planning. This US-based contract pays $50 to $150 per hour for 15 to 25 hours per week.

Generative AI & RLHF
Text
Remote · United States
English
Part-time · Flexible
Entry level
Hourly · $50–$150/hr

Posted Oct 13, 2026

Plain-Language Government Services Usability Tester

Review AI-generated answers about public services, identify confusing wording, and suggest clearer alternatives. This flexible, entry-level contract pays $50 to $150 per hour and is open to candidates in the United States.

Generative AI & RLHF
Text
Remote · United States
English
Part-time · Flexible
Entry level
Hourly · $50–$150/hr

Posted Oct 12, 2026

Government Services AI Consumer Reviewer

Review questions and AI-generated answers about services such as Medicare, then give clear feedback that makes public-service information easier to understand. This remote project pays $50 to $150 per hour for about 5 to 10 hours per week.

Generative AI & RLHF
Text
Remote · United States
English
Part-time · Flexible
Entry level
Hourly · $50–$150/hr

Posted Oct 12, 2026

Veterans Benefits AI Evaluation Specialist

Review AI-generated veterans benefits answers for accuracy, completeness, and current guidance. This remote project pays $50 to $150 per hour and requires VA claims experience.

Generative AI & RLHF
Text
Remote · United States
English
Part-time · Flexible
Entry level
Hourly · $50–$150/hr

Posted Oct 12, 2026