Senior Product Manager, Knowledge Layer & AI Platforms

Adobe Inc.; San Jose (CA); On-site; USD 166,000 - 240,000; Full time

Job summary

Adobe is seeking a Senior Product Manager for the knowledge layer of its data platform. You will own knowledge modeling, publication, maintenance, and delivery to consuming agents via retrieval interfaces and embedding/RAG pipelines.

You’ll translate a multi-quarter roadmap into shipped capabilities while partnering with engineering, data science, and platform PMs. This builder role emphasizes hands-on prototyping, governance, and delivering trust signals to ensure knowledge assets are fresh,

Qualifications

• 7+ years of product management experience, including 2+ years owning a data platform, data infrastructure, or enterprise data product end to end - not just contributing to one.
• Working knowledge of knowledge-graph concepts, embedding pipelines, RAG architectures, MCP servers, and agent skills, plus understanding how agents and models consume data to make assets agent-ready.
• 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, prioritized features, and measurable success metrics and guardrails.
• Ability to design and build quick prototypes through vibe-coding (Claude Code preferred) to de-risk decisions before engineering invests.
• Systems thinking and business judgment to articulate platform value and guide adoption.
• Proven ability to drive cross-functional delivery across engineering and program teams through influence.

Responsibilities

• Own the product roadmap for knowledge-asset modeling, retrieval APIs, agent-integration interfaces, and embedding/RAG pipelines.
• Lead delivery from inception to launch with day-to-day management across engineering and build, balancing quality, customer value, and time-to-market.
• Own knowledge freshness and lifecycle—ingest, version, deprecate, and keep definitions current to avoid stale knowledge.
• Deliver trust signals like freshness, lineage, and quality so assets are safely consumed by agents and contribute to platform readiness scores.
• Build human-in-the-loop correction workflows and define triggers for human review and propagation of corrections.
• Write clear engineering PRDs translating platform requirements into prioritized features and measurable success metrics.
• Partner with metadata, telemetry, and governance teams to ensure surfaces are built on governed foundations.
• Prototype to think using vibe-coding to reduce build risk ahead of full engineering investment.

Skills

Product management

Data platform

AI knowledge

Cross-functional leadership

Specification writing

Job description

Adobe is seeking a Senior Product Manager for the knowledge layer of its data platform. You will own knowledge modeling, publication, maintenance, and delivery to consuming agents via retrieval interfaces and embedding/RAG pipelines.

You’ll translate a multi-quarter roadmap into shipped capabilities while partnering with engineering, data science, and platform PMs. This builder role emphasizes hands-on prototyping, governance, and delivering trust signals to ensure knowledge assets are fresh,