Senior Data Scientist, RWD Analytics
Core
Design, implement, and validate heuristic rules and algorithms for derived clinical concepts using real-world evidence (RWD) to support precision medicine and clinical care.
Role type
Senior IC data scientist (RWD analytics)
Builds
Real-time actionable insights for physicians regarding right treatments for right patients
Domain
Healthcare / Oncology / Real-World Data (RWD)
Deliverable
production ML models
Required skills
Python, advanced SQL, statistical analysis, data quality frameworks, data profiling, longitudinal patient cohorting, clinical data models, ETL pipelines
Preferred skills
Oncology data expertise (staging, biomarkers, radiotherapy, lines of therapy), EHR data structures, data visualization (matplotlib, seaborn, Plotly, Tableau)
Technologies
Python, SQL, YAML, matplotlib, seaborn, Plotly, Tableau
Responsibilities
Design and validate heuristic rules for clinical concepts; maintain Python-based profiling pipelines; execute data quality checks; design inclusion/exclusion funnels for patient cohorts; collaborate with clinical SMEs and ML engineers; develop documentation for data quality and clinical evaluations
Seniority
Senior, hands-on IC
