Senior Data Scientist
Core
Develop statistical models and machine learning algorithms to improve patient enrollment and trial management in clinical trials.
Role type
Senior IC data scientist (clinical trials)
Builds
Predictive models for site randomization, patient matching/ranking, and trial decision-making
Domain
Healthcare / Clinical Research
Deliverable
production ML models
Required skills
Statistical modeling, Machine learning, Bayesian inference, Time-series forecasting, Python, SQL, AWS (Athena, Redshift, SageMaker), dbt, Model monitoring, Bias detection
Preferred skills
Clinical research domain knowledge, Healthcare data experience
Technologies
Python, scikit-learn, PyMC, mlforecast, AWS Athena, AWS Redshift, AWS SageMaker, dbt
Responsibilities
Develop forecasting models for site randomization and enrollment trends; Build algorithms to match patients to clinical trials; Create predictive models using Bayesian inference and regression; Implement AI monitoring and bias detection processes; Build and optimize data pipelines; Ensure regulatory compliance (HIPAA, GDPR) in data science practices.
Seniority
Senior, hands-on IC
