Revenue and Supply Planning Expert for AI Evaluation

Revenue, Demand & Supply Planning professionals apply hands-on expertise in pricing, demand forecasting, inventory planning, and supply chain operations to create expert training data and evaluate AI-generated responses for accuracy and relevance. This is hourly, contract work that supports AI research, requires no prior AI experience, and can be done alongside academic or industry commitments.

• Use your real-world planning experience and the tools you use day to day to assess AI-generated content for correctness and practical applicability.
• Provide detailed feedback and annotations that reflect end-to-end retail planning workflows and decision-making across pricing, demand, inventory, and supply chain operations.
• Create expert-level examples and corrections that help improve AI behavior on tasks such as forecasting, replenishment, pricing, and logistics scenarios.

• At least 5 years of professional experience in Revenue, Demand, and Supply Planning within retail or consumer-facing industries.
• Relevant roles include Demand Planner, Supply Chain Manager, Pricing Analyst, or similar planning or analytics positions, or equivalent experience supporting end-to-end planning across demand, inventory, and pricing.
• Hands-on experience with core planning workflows, including demand forecasting and in-season reforecasting, and inventory and supply planning processes.
• Experience with pricing, promotions, or margin optimization is preferred.
• Experience with freight, logistics, or cost management, for example invoice auditing, is a plus.
• Strong written communication, attention to detail, and the ability to work independently and asynchronously with research teams.

• Engagement type, hourly contract work, part time.
• Fully remote, flexible and asynchronous schedule, no minimum weekly hour requirement.
• Most contributors work approximately 5, 20 hours per week when participating in an active project.
• This is an ongoing, project-based arrangement that can be performed alongside research, teaching, postdoctoral work, or industry employment.

Placement on specific projects depends on current project needs. Candidates may be considered for future projects as new opportunities open.

Up to $80/hr (depending on the project)

• F-1 students who are eligible for CPT or OPT may be eligible to participate, subject to their school rules. Consult your Designated School Official to confirm eligibility.
• If your school requires enrollment in a CPT course, these projects may not meet that requirement.
• STEM OPT is not supported.
• Refer to the program help resources for full details on supported work authorizations.

Create an account with the program, complete identity verification, enroll and complete onboarding for relevant projects, then begin assigned tasks and receive payment for completed work.