You will design agent architectures, memory and supervision frameworks, and learning strategies that allow our agents to build and maintain context-rich relationships over weeks and months, not just single sessions, while remaining trustworthy, compliant, and measurably helpful. Own the end-to-end research and technical strategy for long-horizon agentic experiences across shopping, financing, and professional workflows, in close partnership with the Agentic AI, data platform, and product teams.