Senior Product Manager, Data Catalog & AI Readiness

BambooHR is hiring a Senior Product Manager to own its data catalog and AI-ready domain program. The role will establish data discovery, documentation, quality and readiness standards, and coordinate domain migrations so product data can be safely consumed by AI agents.

Responsibilities:

• Own the data catalog as a product: domain onboarding, metadata and documentation standards, data quality signals, and a search and discovery experience that works for internal builders and AI agents
• Run our AI-ready domain program, including the assessment bar, the migration sequence, and the dated plan that takes every product domain to a state AI agents can consume
• Sequence catalog population by consumption demand, so the domains AI features need first get onboarded first
• Partner with the owner of our canonical data model so catalog entries conform to its entity definitions instead of inventing parallel ones
• Own readiness measurement: publish per-domain readiness status that leadership can act on, and hold the line that "assessed" and "ready" are different states
• Own the context and signal surfaces that agents draw on as they move from proof-of-concept to platform capabilities, including the standards for which signals agents may use
• Work with legal and security counterparts on data classification, consent boundaries, and what AI agent consumption of each domain requires

Requirements:

• 5+ years of product management experience in data platforms, data infrastructure, developer tools, or adjacent technical products
• Technical depth in metadata, data contracts, or data quality. You can read a schema, challenge a readiness claim, and tell documentation from documentation theater
• Program instincts: you're comfortable running a multi-team migration with a scoreboard, dates, and named owners
• Proven ability to drive alignment across teams without direct authority
• You can drive readiness work in domain teams that own the roadmap you depend on but not the outcome you're accountable for
• You hold the quality bar when the pressure is always to mark domains "ready" faster
• You can build for two consumers at once: human builders who need discovery and documentation, and AI agents that need machine-readable contracts and guardrails
• You can explain a readiness decision clearly and directly to both technical and non-technical audiences
• Self-directed and entrepreneurial: you identify the next constraint without waiting for direction
• Experience with data catalogs, governance tooling, or master data management
• Exposure to AI and large language model (LLM) feature development, and what makes data usable by agents in practice
• Product experience with graph or relationship-querying capabilities