As AI models increasingly generate professional-grade B2B distribution strategies, inventory management workflows, and wholesale pricing models, their accuracy relies entirely on robust, expert-crafted training data. The objective of this project is to autonomously produce high-quality evaluation tasks, strong prompts, and clear, well-structured rubrics that generate clean, reliable data for model training.

Operate autonomously to design complex evaluation frameworks and provide structured training data. Expected deliverables include:

• Task & Prompt Creation: Generating realistic, high-quality prompts that compel the AI model to produce complex, professional-grade deliverables specific to wholesale trade, B2B distribution, and bulk purchasing agreements.
• Rubric Development: Writing clear, well-structured evaluation rubrics with criteria that are highly specific, non-ambiguous, and easy to score.
• Benchmark Evaluation Data Generation: Producing clean, reliable training data that directly aids in the evaluation and refinement of AI models handling complex wholesale and logistics-related tasks.
• Quality Assurance & Fact-Checking: Ensuring all generated tasks and scoring criteria reflect strict, real-world B2B market standards, inventory compliance, and supply chain realities.

To successfully fulfill the deliverables of this project, Contractors must possess deep industry knowledge to craft realistic professional scenarios.

• Demonstrable professional expertise within the wholesale trade, B2B sales, procurement, or distribution management sectors, with a deep understanding of industry standards, wholesale terminology, and supply chain logistics.
• Strong writing and prompt generation skills, with the ability to design highly realistic, complex B2B task scenarios for AI evaluation.
• Proficiency in rubric generation, specifically the ability to create objective, non-ambiguous scoring criteria that leave no room for subjective interpretation.
• A meticulous, detail-oriented approach to fact-checking supplier catalogs, pricing tiers, distribution contracts, and inventory data to generate reliable data for system benchmarking.

As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insurance and PTO do not apply.

Work arrangement: Fully remote

Eligible countries: United States

We offer a pay range of $10-to-$30 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above.