The Principal Data Scientist will primarily be responsible for owning the development and deployment of machine learning models to support operational and clinical use cases at Monogram. This work will occur under the support of more senior data scientists. These models will be developed using open-source tools and libraries and may be operationalized as batch or real-time model inference endpoints. The models will use a variety of data sources, including healthcare claims, operational data from care management platforms, and EHRs. This position will report to the VP, Data Science with future direct reporting to the Director, Data Science.
Responsibilities
- Own the development and deployment of machine learning models to support operational and clinical use cases at Monogram under the guidance of more senior data scientists.
- Perform ad-hoc data analyses related to outputs or alternative use-cases for existing models (e.g. summarize outputs for reporting purposes).
- Work with program owners to understand the goals, key performance measures, and operational details of programs and processes to ensure models are aligned with program intent.
- Create and present proposals for machine learning solutions to program owners with the aim of ensuring buy-in to proposed solution(s)
Position Requirements
- Minimum of four (4) years of experience performing quantitative analyses of healthcare claims, including experience using Python for machine learning model development and deployment, SQL, Databricks & Pyspark to extract and manipulate data for data engineering tasks, presenting to business and executive stakeholders, and developing code and analyses following good software development practices [i.e., Version control (GIT), CI/CD principles, and test-driven development]
- Experience with Azure or other cloud computing providers preferred.
Benefits
- Comprehensive Benefits - Medical, dental, and vision insurance, employee assistance program, employer-paid and voluntary life insurance, disability insurance, plus health and flexible spending accounts
- Financial & Retirement Support – Competitive compensation, 401k with employer match, and financial wellness resources
- Time Off & Leave – Paid holidays, flexible vacation time/PSSL, and paid parental leave
- Wellness & Growth – Work life assistance resources, physical wellness perks, mental health support, employee referral program, and BenefitHub for employee discounts
About Monogram Health
Monogram Health is a leading multispecialty provider of in-home, evidence-based care for the most complex of patients who have multiple chronic conditions. Monogram health takes a comprehensive and personalized approach to a person’s health, treating not only a disease, but all of the chronic conditions that are present - such as diabetes, hypertension, chronic kidney disease, heart failure, depression, COPD, and other metabolic disorders.
Monogram Health employs a robust clinical team, leveraging specialists across multiple disciplines including nephrology, cardiology, endocrinology, pulmonology, behavioral health, and palliative care to diagnose and treat health issues; review and prescribe medication; provide guidance, education, and counselling on a patient’s healthcare options; as well as assist with daily needs such as access to food, eating healthy, transportation, financial assistance, and more. Monogram Health is available 24 hours a day, 7 days a week, and on holidays, to support and treat patients in their home.
Monogram Health’s personalized and innovative treatment model is proven to dramatically improve patient outcomes and quality of life while reducing medical costs across the health care continuum.
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Top Skills
What We Do
Monogram Health is a leading value-based specialty provider of in-home evidence-based care and benefit management services for patients living with polychronic conditions, including chronic kidney and end-stage renal disease.
