Define and evolve canonical data models, taxonomies, value sets, and crosswalks across multiple data sources.
Drive thoughtful decisions about when to adopt external standards and when to build internal abstractions.
Establish versioning and change management practices that protect downstream product stability.
Lead Signal & Insight Strategy
Own the roadmap for risk models, prioritization logic, derived features, and core product signals.
Partner with Data Science and Engineering to improve accuracy, explainability, and clinical relevance.
Ensure signals align with value-based care performance and real-world clinical workflows.
Strengthen Quality & Governance
Define expectations for completeness, timeliness, and reliability across the platform.
Introduce pragmatic governance frameworks that increase trust without slowing execution.
Create transparency around signal lineage, monitoring, and performance over time.
Advance AI & Automation
Identify where AI and automation meaningfully improve insight generation and operational scale.
Collaborate on training data requirements, evaluation metrics, validation processes, and monitoring.
Balance innovation with trust, ensuring outputs remain explainable and clinically credible.
Productize Intelligence
Translate platform-level data capabilities into tangible product features, including decision support tools, prioritization queues, performance dashboards, and predictive indicators.
Partner with Design and Engineering to embed insights directly into real workflows.
Define and measure success in terms of adoption, operational efficiency, and clinical outcomes.
Requirements
5+ years of product management experience, ideally in data platforms, analytics, AI/ML, or technical infrastructure.
Strong understanding of data modeling, feature generation, and data quality concepts.
Experience leading cross-functional initiatives that span engineering, analytics, and domain experts.
Ability to operate at both the strategic and execution levels.
Comfort working in ambiguity and building structure where it does not yet exist.
Bonus: experience in healthcare, value-based care, FHIR or claims data environments.
Benefits
We are a mission-driven team operating in a complex space
We value clarity, ownership, intellectual honesty, and thoughtful debate
We move quickly, but we take the integrity of our data and products seriously.
You will have meaningful influence over how Chamber’s intelligence layer evolves and how our customers experience data across the platform.