Senior Product Manager, Data Platform - Knowledge & Retrieval

What you'll do

• Develop and drive a 6–12 month roadmap for knowledge-asset modeling, retrieval APIs, and RAG pipelines.
• Lead the end-to-end delivery of platform capabilities from initial inception to final launch.
• Define processes for ingesting, versioning, and deprecating curated definitions to ensure knowledge freshness.
• Establish trust signals for the knowledge layer, including lineage, quality, and agent readiness scores.
• Design human-in-the-loop workflows to trigger manual reviews and propagate corrections to downstream consumers.
• Write detailed engineering PRDs that translate complex requirements into prioritized features and performance measures.
• Build quick, testable prototypes using vibe-coding to de-risk technical build choices before engineering dedication.

What we're looking for

• 7+ years of product management experience.
• 2+ years of experience owning a data platform, data infrastructure, or enterprise data product end to end.
• Working knowledge of knowledge-graph concepts, embedding pipelines, RAG architectures, MCP servers, and agent skills.
• Experience with human-in-the-loop quality and correction workflows in production data systems.
• Ability to write engineering PRDs that translate complex technical systems into clear user problems and measurable success metrics.
• Ability to design and build quick prototypes through vibe-coding (Claude Code preferred).
• Proven ability to drive cross-functional delivery across engineering and program through influence.
• Systems thinking and business judgment to reason about the platform as a causal chain.