Data Scientist, Clinical Outcomes

The role

This person will build quantitative foundations for clinical care delivery, patient treatment plans, and retention engines. They will transform multi-modal patient data into clinical decision support and personalized care pathways.

What you will do

• Build modeling tables and feature stores by cleaning and joining raw datasets.
• Design data processing pipelines to convert unstructured clinical notes into relational tables.
• Build NLP and LLM-based pipelines to extract patient intent and preference from transcripts.
• Develop unsupervised segmentation models to cluster patients into lookalike cohorts.
• Build predictive models to estimate symptom reduction and side-effect risks.
• Apply observational study methods to evaluate non-randomized care pathways.
• Identify clinical touchpoints that drive long-term program adherence.
• Provide analytical support for peer-reviewed medical publications and payer studies.
• Translate analytical findings into actionable workflow improvements for clinical operations.

Required qualifications

• Advanced proficiency in SQL.
• Strong Python skills for predictive modeling and data transformation.
• Practical experience applying clustering, regression/classification, and survival analysis.
• Hands-on experience with NLP techniques and LLM frameworks.
• Solid working knowledge of quasi-experimental design, propensity score matching, and counterfactual reasoning.
• Comfort working with messy, semi-structured, or missing healthcare datasets.
• 2 to 4 years of hands-on data science or analytics experience.
• Experience working with healthcare, telehealth, or digital health datasets.
• Demonstrated track record of parsing unstructured text/transcript data into structured modeling pipelines.
• Bachelor’s or Master’s degree in Biomedical Data Science, Health Informatics, Biostatistics, or a related quantitative field.

Benefits

• Competitive base salary
• Equity
• Benefits

Before you apply

• Midi is unable to provide visa sponsorship.
• Candidates must be authorized to work in the U.S. without current or future sponsorship needs.

About the company

Midi Health is an Equal Opportunity Employer.