Senior/Staff Machine Learning Data Scientist
Core
Independent end-to-end development of real-time ML models for clinical decision support, from prototyping to production deployment.
Role type
Senior/Staff Machine Learning Data Scientist (IC)
Builds
Real-time AI models for patient care and clinical outcomes
Domain
Healthcare / Clinical AI
Deliverable
production ML models
Required skills
End-to-end model ownership, production-grade Python, SQL, real-time algorithms, statistics, performance metrics
Preferred skills
0-1 product shipping, messy clinical data handling, PyTorch, PySpark, HL7, FHIR, EHR, time series, signal processing, MLFlow, anomaly detection, Bayesian statistics, quantile regression
Technologies
AWS, Python, SQL, PyTorch, PySpark, MLFlow
Responsibilities
Develop and tune innovative ML models based on clinical use cases; Write production-grade code to implement and deploy models; Debug patient data flows through AWS services; Present model performance metrics to technical and non-technical stakeholders
