We are looking for an Analytics Engineer with 3–5+ years of experience to join Counsel Health as their first dedicated analytics hire. We need a builder who is excited to own the semantic layer from scratch — defining core business metrics, building reusable dbt models, and creating the data foundation that powers every dashboard and strategic decision across the company. This is a top priority hire driven by the need to bring consistency, trust, and scalability to Counsel's data layer as the company scales rapidly toward hundreds of thousands of patients.

Responsibilities

Own and build Counsel's production dbt project from day one — defining core business entities (patients, providers, sessions) and ensuring models are reusable, well-tested, and reliable
Build and maintain the semantic layer that eliminates one-off queries and inconsistent metric definitions across engineering, clinical, and ops teams
Stand up reverse ETL pipelines that feed clean, modeled data back into production systems — population cohorts, marketing intelligence, and operational features
Implement and maintain PHI access controls and HIPAA-compliant data governance across the warehouse
Partner closely with AI researchers, infrastructure engineers, and product teams to translate fuzzy data needs into clean, scalable models

Counsel’s mission is to multiply the world's healthcare capacity. We believe in a future in which every person has a personalized, AI-enabled doctor always in their pocket. To accomplish this, we are building an AI-first medical practice from the ground up that automates across the entire clinical stack, allowing our in-house clinicians to provide superhuman medical advice that is near-instant, highly personalized, and always available. We believe that collaborative care models that integrate clinicians and AI are the key to solving global healthcare access challenges.

Since our founding in 2023, we have formed partnerships with leading healthcare organizations and are on track to serve hundreds of thousands of patients on our platform within the next year. We have raised over $35M from top-tier VC firms, positioning us strongly to pursue our ambitious mission for years to come.

Our founding team includes experienced clinical and technology experts who have held senior roles at Harvard Medical School, Massachusetts General Hospital, UCSF, the MIT Media Lab, NVIDIA, and Mount Sinai.

Join us as we build the future of AI in healthcare!

Analytics Engineer

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