Data Science & Analytics Manager
Core
Design complex analytics models and algorithms to support analytical solutions across the organization, focusing on healthcare market analytics, medical claims analysis, and revenue forecasting.
Role type
Senior IC data science & analytics manager (healthcare market science)
Builds
Production ML models, automated dashboards, and scalable analytics data products for commercial and marketing goals
Domain
Healthcare (diabetes, CGM, metabolic health) + Market Science + Business Analytics
Deliverable
production ML models
Required skills
Machine learning (clustering, classification, regression, anomaly detection, simulation, optimization), Big data technologies (Hadoop, Spark, H2O.ai, cloud AI platforms), Statistical analysis (causal inference, Difference-in-Differences, Synthetic Control), Data warehousing (SQL, Redshift, PostgreSQL), Predictive analytics, Financial modeling, Market forecasting, Data visualization (Tableau, Power BI), Python
Preferred skills
MBA or MS in Business/Finance/Data Science/Statistics, Strategic consulting experience, Diabetes/CGM/metabolic health domain expertise, Medical device commercial analytics, Amazon SageMaker/AWS familiarity, Marketing mix modeling, Segmentation analysis
Technologies
AWS, Redshift, Hadoop, Spark, H2O.ai, Python, SQL, Tableau, Power BI, PostgreSQL, SageMaker, CRM
Responsibilities
Develop statistical and machine learning models using classification, regression, clustering, and time series methods; Perform causal inference analysis and study design; Analyze large volumes of data including medical claims and longitudinal patient-level data to identify trends; Build models and automated dashboards to monitor business performance and generate revenue forecasts; Interpret trends and present strategic, data-driven recommendations to senior leadership; Develop analytical strategies to anticipate customer needs and support commercial/marketing goals; Partner with internal and external stakeholders to align on objectives and action plans
Seniority
Senior, hands-on IC with management responsibilities