Senior PM: AI-Ready Data Catalog & Platform (Remote)

BambooHR; Provo (UT); Remote; USD 140,000 - 190,000; Full time

Benefits offered by this job

Health insurance

Life and disability insurance

4 weeks vacation + 12 holidays + Par/P

Parental leave

Volunteer time off

401k with up to 6% match

$2000 Paid Vacation bonus

Employee Assistance Program (Headspace

Job summary

BambooHR is seeking a Sr. Product Manager to own the discovery layer for platform data and the program that makes each domain AI-ready.

You’ll ensure the canonical data model is reflected in catalog entries and drive onboarding, documentation, and data quality signals for internal builders and AI agents. You will lead multi-team migrations, publish readiness scores, and define a scalable domain onboarding playbook.

Qualifications

• 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.

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.

Job description

BambooHR is seeking a Sr. Product Manager to own the discovery layer for platform data and the program that makes each domain AI-ready.

You’ll ensure the canonical data model is reflected in catalog entries and drive onboarding, documentation, and data quality signals for internal builders and AI agents. You will lead multi-team migrations, publish readiness scores, and define a scalable domain onboarding playbook.