Data Scientist, Advanced Analytics & Commercial Effectiveness
Tasks
- Build competitive intelligence switching surveillance models
- Build next best action recommendation engines
- Build survival time to event models
- Construct patient and HCP segmentation using clustering and NLP
- Create documentation code reviews and analytics training
- Create ensemble time series forecasting frameworks
- Deploy adherence and retention risk models
- Design A B tests and causal inference analyses
- Design agent prompts benchmarks and evaluation feedback loops
- Design, validate, and deploy predictive models
- Develop Bayesian marketing mix optimization
- Implement bias detection fairness audits interpretability and drift monitoring
- Implement validation and hallucination detection for AI outputs
- Perform HIPAA compliant de identified data operations
- Set analytical standards for hypothesis testing and experimental design
- Train supervised patient identification classifiers
- Translate statistical results into actionable recommendations
- Use Snowflake Cortex AI for agent assisted model development
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | ARIMA | B testing | Bayesian Inference | CI/CD | Causal Inference | CausalML | Container Services | Cortex AI | Cox Proportional Hazards | DoWhy | Exponential Smoothing | Git | Jupyter | LIME | LightGBM | MLflow | Neural Networks | PowerBI | Prophet | PySpark | PySpark SQL | PyTorch | Pymc | Python | Qlik | Random Forest | SHAP | SQL | Scikit-learn | Series forecasting | Snowflake | Snowpark Container Services | Snowpark Python | Spark | StatsModels | Support Vector Machines | Survival analysis | Tableau | Time Series | Time Series Forecasting | Vector machines | Veeva CRM | XGBoost
Education
Roles
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