Analytics Engineer, Counsel Health

Salary not provided

+ Equity options

SQL

Airflow

Redshift

Snowflake

BigQuery

Semantic

dbt

Mid and Senior level

New York

Office located in Flatiron District, NY

AI-enabled, physician-supervised virtual care

Be an early applicant

AI-enabled, physician-supervised virtual care

21-100 employees

HealthcareB2CPersonal healthArtificial IntelligenceSaaS

Be an early applicant

Salary not provided

+ Equity options

SQL

Airflow

Redshift

Snowflake

BigQuery

Semantic

dbt

Mid and Senior level

New York

Office located in Flatiron District, NY

21-100 employees

HealthcareB2CPersonal healthArtificial IntelligenceSaaS

Company mission

To provide patients unlimited access to personalized, high-quality medical advice from real clinicians.

Job

Company

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 proven ability to manage sensitive data and access controls. HIPAA familiarity is a plus
Experience with data orchestration tooling (Paradigm, dbt Cloud, Airflow, or similar), and integrating analytics data back into production systems
A Context Engineer: You think in business entities and stakeholder questions, not just tables and joins. You translate fuzzy requirements into clean, well-modeled data
Dbt + SQL Native: dbt is your primary tool. You write clean, modular, well-tested transformations and you have strong opinions about how a dbt project should be organized
Infrastructure-Comfortable: You're not a data engineer, but you can manage orchestration, environments, and reverse ETL pipelines without hand-holding
Product-Minded: You don't just model data — you ask why someone needs it and how it drives a patient or business outcome
Thrives in Ambiguity: We're a fast-moving company with evolving data needs. You feel energized by creating structure in ambiguous environments, and you are comfortable synthesizing needs from multiple stakeholders into a clear data strategy

What the job involves

At Counsel Health, 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 who will own the semantic layer of our data, building and maintaining the core analytics data models that the rest of the company will use to turn raw data into insights. You will be the person the company trusts to answer "how do we measure this?”
Own the Semantic Layer: Build and maintain data models that define our core business metrics — from clinical outcomes to revenue to utilization. You will own the sources of truth for Counsels core metrics and ensure they can be reliably used throughout the company
Orchestrate & Monitor: Run dbt orchestration with integrated alerting, CI/CD pipelines, and data quality testing to catch issues before they reach dashboards
Build Reverse ETL Pipelines: Stand up the data flows that feed clean, modeled data back into production systems — population cohort definitions, marketing intelligence, and operational features that depend on well-modeled warehouse data
Own Data Compliance: Implement and maintain access controls for PHI data, ensuring the data layer meets HIPAA requirements while remaining accessible

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.

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