Data Scientist
Core
Solving data-driven Healthcare problems using machine learning and predictive modeling to maximize operational outcomes for healthcare providers.
Role type
Data Scientist (Healthcare Revenue Cycle)
Builds
Predictive modeling solutions and analytic features for healthcare revenue cycle management
Domain
Healthcare / Revenue Cycle Management / Predictive Analytics
Deliverable
production ML models | product features
Required skills
Machine learning, predictive modeling, statistical analysis, data exploration, hypothesis testing, algorithm validation, R, Python, SQL (RDBMS), classification, regression, dimension reduction, clustering, multivariate methods
Preferred skills
Healthcare revenue cycle domain knowledge, medical informatics
Technologies
R, Python, SQL Server
Responsibilities
Design, experiment with, and implement machine learning to drive operational value; gather and process data; translate real-world Healthcare problems to mathematical frameworks; conduct data exploration, hypothesis creation, and algorithm testing; scale models to large data-sets and validate results
Seniority
Mid-level, hands-on IC