Principal Data Scientist
Core
Leading the development and implementation of predictive modeling algorithms and techniques to solve business problems and optimize member experiences in healthcare.
Role type
Principal Data Scientist (Strategy & Mentorship)
Builds
Proprietary predictive modeling algorithms, customized solutions, and actionable plans for population segments.
Domain
Healthcare / Predictive Analytics / Big Data
Deliverable
production ML models
Required skills
Predictive modeling, Python, Apache Spark, PostgreSQL, SQL, Linux, Hadoop, Hive, AWS, scikit-learn, XGBoost, PyTorch, Git, Statistical inference, Deep learning, Performance optimization, ETL, Feature engineering
Preferred skills
None stated
Technologies
Python, Apache Spark, PostgreSQL, Hadoop, Hive, AWS, scikit-learn, XGBoost, PyTorch, Git, Linux
Responsibilities
Serve as methodology expert and coach junior team members; Lead design and execution of predictive modeling projects; Process massive data-streams in distributed computing environments; Lead batch and real-time model scoring; Develop proprietary algorithms; Communicate results and constraints to business partners; Identify continuous improvement opportunities; Collaborate on population segmentation and actionable plans.
Seniority
Principal, hands-on IC with mentorship
