Retail Demand Planner AI Training Evaluator

Retail Demand Planner AI Training Evaluator

Use your retail demand planning experience to create training data and evaluate AI-generated forecasting content. This remote contract role pays up to $80 per hour and requires professional fluency in English.

Remote Hourly · $80/hr

$80/hr

Compensation

Contract, part-time

Engagement

Remote

Location

Posted

Open to applicants in

United States

The work

You will create training data and review AI-generated content based on real retail demand planning and supply chain workflows. The work focuses on whether AI responses are accurate, relevant, and practical.

You will work independently and asynchronously with AI research teams, using your professional judgment to provide clear written feedback.

• Create training data from hands-on retail demand planning and supply chain experience.
• Evaluate AI-generated responses for accuracy, relevance, and alignment with real workflows.
• Review demand forecasting and in-season reforecast content.
• Apply practical knowledge of freight invoice auditing and retail supply chain practices.
• Provide clear written feedback while working independently.

What it pays and takes

This is an ongoing, project-based contract role that can be completed alongside research, teaching, postdoctoral work, or other industry employment. The work is remote and flexible.

• Pay:
  Up to $80 per hour.
• Time requirement: 20+ hours per week.
• Location:
  
  Open to candidates in the United States.
• Language:
  Professional fluency in English.
• Experience:
  
  At least two years in retail demand planning or supply chain management.
• Background:
  Experience as a Demand Planner, Supply Chain Manager, or in an equivalent retail role.
• Skills:
  
  Demand forecasting, in-season reforecasting, freight invoice auditing, strong written communication, attention to detail, and independent work.
• Prior AI experience is not required.
• Helpful experience includes retail supply chain workflows, inventory planning, freight management, or related operational tools.

How it works

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

About AI training work

AI training work is the human side of building artificial intelligence. Contributors create examples and review AI responses so models learn to produce more accurate and useful results, while professional experience helps people assess specialized work in fields such as retail planning and supply chain management.

Requirements

How to apply

• Apply here on Open Train. You create a free account, and we send you to the hiring platform.
• Complete your application on the hiring platform.

Use quantitative finance research, risk modeling, and mathematical methods to create training data and evaluate AI responses. This fully remote US role pays up to $50 per hour and requires a master's or PhD.

Review AI-generated merchandising content and retail workflows using clear project guidelines. This flexible U.S.

-based contract role pays up to $80 per hour and requires at least two years of relevant experience.

Review AI-generated content related to solar design, energy project estimation, and pre-construction workflows. This remote contract role offers up to $85 per hour for candidates in the United States with relevant industry experience.

Review US building plans and evaluate AI responses against engineering standards in a remote, project-based role. Work 20+ hours per week at up to $62.50 per hour.