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Revenue, Demand & Supply Planning Professional Evaluator

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Job details

Pay

$80 USD/hr

Engagement

Contract, part-time

Location

Remote

United States only

Posted

Nov 5, 2026

OpenTrain on Trustpilot

The work

You will evaluate AI-generated responses and create training data based on real retail revenue, demand, and supply planning work. Your feedback will help assess whether AI content is accurate, relevant, and practical.

The work is ongoing, project-based, remote, and asynchronous. Review the duties and qualifications before applying to confirm the role fits your background.

  • Evaluate AI responses against revenue, demand, inventory, pricing, and supply planning workflows.
  • Review demand forecasting and in-season reforecasting content for accuracy and relevance.
  • Use practical knowledge of inventory planning, supply planning, pricing, promotions, and margin optimization.
  • Assess freight, logistics, cost-management, and invoice-auditing topics when relevant.
  • Provide clear, detailed written feedback and make well-supported judgments independently.

Requirements

It does require substantial professional planning experience and strong written communication.

  • Hours: 20+ hours per week when an active project is available.
  • Language: Fluent English.
  • Experience: At least five years in revenue, demand, or supply planning in retail or consumer-facing industries, or equivalent end-to-end planning experience.
  • Relevant backgrounds include Demand Planner, Supply Chain Manager, Pricing Analyst, or similar planning and analytics roles.
  • Required knowledge includes demand forecasting, in-season reforecasting, inventory planning, and supply planning processes.
  • You should have close attention to detail and be able to work independently.

Open to applicants in

  • United States

Preferred

  • Helpful experience includes pricing, promotions, margin optimization, freight, logistics, cost management, or invoice auditing.

How to apply

  1. Press Apply now. You create a free OpenTrain account and add your resume.
  2. Finish your application on the hiring company's site. The company decides who it hires, so it runs its own form.

Job ID: cmw3tuuc300g708l3r7z6xx13

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