Devoted Medical needs to identify members suitable for specific clinical interventions, enable outreach to those members, and evaluate the effectiveness of that care. The company aims to build robust data pipelines and machine learning models to support these efforts and improve operational efficiency.
Requirements
- Advanced SQL skills
- Experience with Python or R
- Background in scoping, building, and maintaining machine learning models
- Comfort with both building scalable, maintainable data pipelines, and doing deep-dive statistical analysis, predictive modeling and/or experimental design to drive business strategies
- dbt and/or Looker
- Applying analytics techniques (eg. statistics, machine learning, language-based techniques) to improve the speed and accuracy of our processes
Responsibilities
- Specialize in clinical operations and outcomes data, developing pipelines that enhance the accuracy of metrics that drive our business.
- Build and maintain machine learning models that provide insights for effective targeting of clinical interventions.
- Collaborate closely with cross-functional teams to measure the effectiveness of clinical programs and scale significant workflows during a period of rapid organizational growth.
- Scope, communicate, and implement technical solutions collaboratively, delivering value iteratively while independently executing on agreed-upon plans.
- Develop in a modern stack using agents and stored prompts to enhance coding efficiency.
- Advise stakeholders on evaluating internally developed LLM based agents to improve workflows, and perform data extraction to leverage output of those agents in feature stores and analysis.
- Working with the Devoted Medical team to build out data warehousing infrastructure in Snowflake, enabling our BI partners to create a robust Looker reporting layer and improving Devoted’s internal operating platform.
Other
- Ability to thrive in a fast-paced startup environment
- 7+ years of individual technical contributor experience
- Interest and skill in collaborative problem-solving and effective communication
- Healthcare data and related stakeholders
- Medicare Advantage
