Senior Data Analyst
Core
Build models and methodologies to turn multi-source healthcare data into reliable intelligence about healthcare organizations, their networks, and decision-makers.
Role type
Senior IC data scientist (healthcare intelligence)
Builds
Production ML models for account targeting, segmentation, and network mapping
Domain
Life sciences / Healthcare data analytics
Deliverable
production ML models
Required skills
statistical analysis, machine learning, entity resolution, record linkage, clinical ontology development, network mapping, data sourcing methodology design, deciling, signal generation
Preferred skills
M.S. in Statistics, Computer Science, Machine Learning, Mathematics, or quantitative discipline
Technologies
healthcare claims data, public financial data, licensed data, web sources
Responsibilities
Apply statistical and ML techniques to healthcare claims to build metrics like readmissions and average length of stay; Transform public financial data into signals about organizational health; Build entity resolution and record-linkage models across health systems and payers; Develop affiliation and network mapping to infer organizational connections; Infer organizational structure from qualitative signals to build org charts; Design data-sourcing methodologies to evaluate and combine heterogeneous inputs; Partner with Product and Engineering to take solutions from prototype to production.
