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E-commerce Simulation Expert

$40 - $50/hr Worldwide Remote · worldwide expert Contract / freelance
Pay rate · $40 - $50/hr
  • Job Description
  • Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.

Key Responsibilities

  • Design and build synthetic, digital stores with realistic product assortments, pricing, and category structures.
  • Generate, structure, and maintain comprehensive product catalogs, ensuring data quality, logical consistency, and real-world complexity.
  • Develop diverse, authentic shopping scenarios and user prompts, simulating varied consumer intents, preferences, and challenging edge cases.
  • Create evaluation rubrics and conduct rigorous QA to assess AI-generated responses for accuracy, relevance, and reasoning.
  • Continuously analyze model performance, identify failure patterns, and refine data and scenarios for iterative improvement.
  • Collaborate with AI and data science teams to translate e-commerce expertise into actionable training datasets and insights.
  • Document processes, share findings, and help drive best practices in simulation-based AI training.

Required Skills and Qualifications

  • Minimum 3 years of hands-on experience in e-commerce operations, merchandising, or catalog management.
  • Proven expertise in product catalog structuring, data normalization, and content creation for online stores.
  • Experience with AI/LLM prompting, evaluation, or training is highly valued.
  • Strong analytical thinking and a rigorous QA mindset; detail-oriented approach to scenario and data generation.
  • Demonstrated understanding of consumer behavior and online shopping journeys.
  • Exceptional written and verbal communication skills, with the ability to articulate complex concepts effectively.
  • Ability to work independently and deliver high-quality, scalable datasets for AI model training.

Preferred Qualifications

  • Past experience training AI models or working in simulation/data design roles.
  • Knowledge of emerging trends in e-commerce, retail analytics, or digital merchandising.
  • Familiarity with LLM evaluation frameworks and iterative data improvement methodologies.

Additional Info

This expert position offers the unique opportunity to apply your e-commerce expertise in the cutting-edge domain of AI training. You’ll play a critical role in bridging real-world retail knowledge with innovative AI solutions, working fully remotely with a passionate and multidisciplinary customer’s team.

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