5+ years of Product Management experience in AI products Strong understanding of LLMs, RAG, prompting, structured reasoning, and retrieval systems Experience with AI/ML teams on model evaluation, tuning, and reliability monitoring Strong familiarity with e-commerce, shopping flows, ads systems, or after-sales workflows Comfortable writing specs for AI logic, conversational flows, ranking rules, APIs, data pipelines, and front-end configuration tools Analytical, experimentation-driven mindset