Data Scientist, Advanced Analytics & Commercial Effectiveness
Tasks
- Build competitive intelligence switching surveillance models
- Build next best action recommendation engines integrate actions into Veeva CRM
- Build survival time to event models for adherence and lifetime value
- Communicate statistical findings to commercial stakeholders and leaders
- Create HCP and patient segmentation using clustering and NLP enriched profiles
- Create documentation code reviews and training for repeatable analytics
- Create ensemble time series forecasting for demand and revenue scenarios
- Deploy adherence and retention models to reduce discontinuation
- Design A B tests and quasi experimental causal impact analysis
- Design domain specific prompts and evaluation benchmarks for agents
- Design validate and deploy predictive machine learning models
- Develop Bayesian marketing mix optimization models
- Implement bias detection fairness audits interpretability and drift monitoring
- Implement validation and hallucination detection for agent outputs
- Perform HIPAA compliant de identified data operations with re identification risk assessments
- Set analytical standards for hypothesis testing regression inference experimental design
- Train patient identification classifiers for undiagnosed patient prioritization
- Use Snowflake Cortex AI and AI coding agents for feature engineering and prototyping
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | ANOVA | ARIMA | B testing | Bayesian Inference | Bayesian MMM | CI/CD | Calibration Metrics | Causal Inference | Clustering | Collaborative Filtering | Container Services | Contextual Bandits | Cortex AI | Cox Proportional Hazards | Data calibration | Difference-in-differences | Experimental Design | Git | Hypothesis Testing | Instrumental Variables | Jupyter | LIME | Language Processing | LightGBM | Linear Regression | Logistic Regression | ML model monitoring | MLflow | Machine Learning | Marketing Mix | Marketing Mix Modeling | Mix Modeling | Mixed-effects | Mixed-effects models | Model Monitoring | NLP | Natural Language | Natural Language Processing | Neural Networks | Next Best Action | Power analysis | Propensity Score Matching | Propensity score | Prophet | PySpark | PyTorch | Python | Random Forest | Regression | Regression discontinuity | Reinforcement Learning | SHAP | SQL | Scikit-learn | Score Matching | Series forecasting | Snowflake | Snowflake Cortex | Snowflake Cortex AI | Snowpark Container Services | Snowpark Python | Spark | StatsModels | Support Vector Machines | Survival analysis | Synthetic control | Time Series | Time Series Forecasting | Vector machines | Veeva CRM | XGBoost
Education
Roles
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