Experience defining key performance indicators and using telemetry, experimentation, customer research, operational data, and financial measures to make decisions and demonstrate adoption, reliability, efficiency, and business value; working knowledge of artificial intelligence, machine learning, and generative AI product development, including data readiness, model and vendor evaluation, retrieval-augmented generation, quality measurement, monitoring, responsible AI, and human-in-the-loop design. 7+ years of experience, or equivalent expertise, in technical product management or product ownership, including accountability for complex technology products or enterprise platforms, and experience owning end-to-end product strategy and execution (discovery, vision, market and customer analysis, outcome-based roadmaps, investment prioritization, requirements, delivery, launch, adoption, and value realization).