Vanna Health is looking to build and mature data platform capabilities to support key domains like population evaluation and selection, member outreach and engagement, and optimization of clinical and financial outcomes for individuals with severe mental illness (SMI). The goal is to develop technology that enables community-based teams to provide compassionate care.
Requirements
- 6+ years of experience in data, ML, or back-end software engineering
- Advanced Python skills
- Databricks and Spark experience strongly preferred
- Experience with analytical data stores (e.g. Delta Lake, Snowflake, BigQuery) and relational databases (e.g. Postgres, MySQL)
- Intermediate to advanced SQL knowledge (experience with dbt a big plus)
- Experience building and operating production-grade ML/AI systems
- Familiarity with CI/CD
Responsibilities
- Design, build, and operate cloud-based data infrastructure, optimizing for scale, performance, and cost efficiency as the size of our data grows
- Automate data flows, and layer in monitoring, alerting, and data quality tests to ensure data is accurate and up-to-date
- Build interfaces that allow for exposing data and associated processing functionality directly to end users and other systems
- Design and implement production-grade ML/AI infrastructure, and partner with data scientists to take models into production
- Build frameworks and internal self-service tooling that helps the data team deliver value faster
Other
- Full-Time | Remote
- Note: This is a remote position.
- Obsessive focus on end users and business impact
- Familiarity with healthcare data
- Experience working in highly-regulated environments
- Experience at an early-stage startup
- Full health, dental, and vision benefits
- Health Savings Account (HSA)
- Flexible Spending Account (FSA) and Dependent Care FSA
- 401K
- Unlimited PTO
