Data Scientist, Advanced Analytics & Commercial Effectiveness
Tasks
- Accelerate analytics with AI coding agents and Cortex AI
- Build next best action recommendation engines
- Build survival models for adherence and retention
- Construct HCP and patient segmentation profiles
- Create documentation code reviews and training materials
- Create ensemble time series forecasting frameworks
- Design A B tests and quasi experimental causal impact analyses
- Design validate and deploy machine learning models
- Develop Bayesian marketing mix optimization models
- Develop switching surveillance models for competitive intelligence
- Implement guardrails for agent output validation
- Implement model interpretability and bias detection guardrails
- Monitor model drift and validation gates
- Perform HIPAA compliant de identified data operations
- Predict early adherence and discontinuation risk
- Set analytical standards for hypothesis testing and experimental design
- Train patient identification classifiers
- Translate statistical findings into actionable recommendations
- Tune and evaluate AI agent prompts and benchmarks
Perks/Benefits
Skills/Tech-stack
ARIMA | Accelerated Failure Time | Bayesian Inference | Bayesian Marketing Mix Modeling | Boosted Models | CI/CD | Calibration | Causal Inference | Collaborative Filtering | Container Services | Contextual Bandits | Cortex AI | Cox Proportional Hazards | Cross-validation | Difference-in-differences | Drift monitoring | Exponential Smoothing | Fairness audits | Git | Gradient Boosted Models | HIPAA | Instrumental Variables | JPMC | Jupyter | LIME | LightGBM | MLflow | Marketing Mix Modeling | Mix Modeling | Model Drift | Model drift monitoring | Neural Networks | Power analysis | Propensity Score Matching | Propensity score | Prophet | PySpark | PyTorch | Python | ROC-AUC | Random Forest | Regression Discontinuity Design | Regression discontinuity | Reinforcement Learning | SHAP | SQL | Scikit-learn | Score Matching | Snowflake | Snowpark Container Services | Snowpark Python | Spark | StatsModels | Support Vector Machines | Synthetic control | Vector machines | Veeva CRM | XGBoost
Education
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