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Wayfair's catalog spans hundreds of millions of products, each with its own critical details - color, material, dimensions, weight - that power search, filters, recommendations, and the entire onsite shopping experience. Generating this data without creating a tremendous burden on suppliers and merchants, and keeping that data clean and structured, at this scale is a massive challenge, and we're tackling it with generative models, agentic workflows, and multi-modal deep learning. We're looking for a strong ML leader to drive the future of AI-powered catalog enrichment. Your team will develop large-scale machine learning systems that automate metadata extraction, clean up inconsistencies, and evaluate their own performance. You'll work at the intersection of LLMs, language-vision models, and scalable deep learning architectures to make product data more accurate, reliable, and completely automated. If you're excited about leading high-impact ML teams, building AI systems at a massive scale, and working on real-world generative AI applications beyond chatbots, this is the role for you.