Data Architect (pharmaceutical/clinical trial analytics)

Technical Expertise:

• Strong experience with AWS services (S3, RDS, Bedrock agents), PostgreSQL, and cloud data governance
• Advanced analytics including regression, time-series forecasting, multivariate analysis, and classification models
• MLOps experience with model deployment, monitoring, and automated retraining pipelines
• Experience with simulation and forecasting, especially agent-based models

Data & Analytics Capabilities:

• Feature engineering using site performance, historical enrollment, and competitive data
• Model evaluation using metrics like AUC, precision/recall, and optimization techniques
• Enterprise data integration across internal and external data sources (CTMS, Citeline, epidemiological data)
• Master data management, including Golden ID creation and data quality monitoring

Experience Required:

• 5 years in pharmaceutical/clinical trial analytics
• Strong focus on site selection and non-enrollment prediction
• Hands-on experience with clinical operations data systems