We expect strong candidates to bring many, but not necessarily all, of the following: 6+ years of relevant professional experience, including significant experience in product management, data products, AI/ML products, applied research, search/information systems or another highly analytical product environment. Experience with AI/ML products, knowledge graphs, search/retrieval, real-time or event-driven data, intelligence platforms, AI evaluation, financial/risk/geopolitical information products, or early-stage 01 environments is especially relevant, but not required.