Analytics Engineer, Counsel Health
$185-210k
+ Equity
More information about location
AI-enabled, physician-supervised virtual care
Be an early applicant
AI-enabled, physician-supervised virtual care
21-100 employees
Be an early applicant
$185-210k
+ Equity
More information about location
21-100 employees
Company mission
To provide patients unlimited access to personalized, high-quality medical advice from real clinicians.
Role
Who you are
- 3+ years of experience in analytics engineering, data analytics, or a hybrid data role
- Deep expertise in SQL and dbt
- Experience with BigQuery or comparable cloud data warehouses (Snowflake, Redshift)
- Experience working in a regulated industry (healthcare, fintech, insurance, government) with a proven ability to manage sensitive data and access controls, HIPAA familiarity a plus
- Experience with data orchestration tooling (Paradigm, dbt Cloud, Airflow, or similar) and integrating analytics data back into production systems
- Thinks in business entities and stakeholder questions, not just tables and joins, and turns fuzzy requirements into clean, well-modeled data
- Treats dbt as a primary tool, writing clean, modular, well-tested transformations, with strong opinions about how a dbt project should be organized
- Comfortable managing orchestration, environments, and reverse ETL pipelines without hand-holding, even without being a dedicated data engineer
- Doesn't just model data, but asks why someone needs it and how it drives a patient or business outcome
- Feels energized by creating structure in ambiguous, fast-moving environments, and can synthesize needs from multiple stakeholders into a clear data strategy
What the job involves
- We've built a strong data foundation: a cloud warehouse, ETL pipelines, and event tracking are all in place. Now we need someone to make that data mean something
- We're looking for an Analytics Engineer to own the semantic layer, building and maintaining the core data models the rest of the company relies on to turn raw data into insight
- You'll be the person everyone trusts to answer "how do we measure this?"
- You'll be our first dedicated analytics hire, which means you set the standards, choose the patterns, and shape how Counsel uses data for years to come
- The infrastructure is built, the warehouse is running, and the company is growing
- What's missing is the person who makes the data layer actually work, turning raw tables into the trusted models that power every dashboard, every data product, and every strategic decision
- Build and maintain the data models that define our core business metrics, from clinical outcomes to revenue to utilization, and own the sources of truth the whole company relies on
- Run dbt orchestration with integrated alerting, CI/CD pipelines, and data quality testing that catches issues before they reach a dashboard
- Stand up reverse ETL pipelines that feed clean, modeled data back into production systems, including population cohort definitions, marketing intelligence, and operational features
- Implement and maintain access controls for PHI, keeping the data layer HIPAA-compliant while staying accessible to the people who need it
Our take
Counsel Health is a virtual healthcare platform offering an AI-enabled, asynchronous care platform connecting patients with real clinicians via 24/7 messaging.
While the digital health space is competitive, with companies offering similar text-based services, Counsel stands out by providing personalized care from real physicians. The platform combines the efficiency of AI technology with high-quality care from senior medical professionals.
With plans to expand its coverage to additional states, Counsel is ready for rapid scaling. It has raised considerable funding to support the growth of its physician network, continued investment in AI, and the forging of new partnerships. It already serves more than 100,000 members nationwide.
Kirsty
Company Specialist at Welcome to the Jungle
Company
Funding (2 rounds)
Oct 2025
$25m
SERIES A
Oct 2024
$11m
SEED
Total funding: $36m
Company benefits
- Significant opportunities for broad ownership and professional development
- Equity
- Comprehensive healthcare, vision + dental
- 401K
- Unlimited PTO
- Parental leave
Company HQ
Canton, MA
Leadership
Muthu Alagappan
(Founder & CEO)Prior to Counsel, they were a Medical Doctor and Chief Medical Officer at Notable. They were also an Attending Physician at Beth Israel Deaconess Medical Center, UCSF Medical Center and Massachusetts General Hospital.
Salary benchmarks
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