5+ years in product roles with at least one 0→1 product launch Experience with AI/ML products or data-driven systems is critical Design experiments, evaluate model performance, and discuss AI concepts like RAG pipelines High velocity and bias toward action, shipping iteratively Translate technical details into business outcomes Design experiments, interpret results, and use data to influence decisions Customer and Brand Focus, ensuring AI content reflects brand values