【AstraZeneca】【CET】Cutomer Experience & IT, Associate Director Data Scientist
Tasks
- Analyze diagnosis rates
- Analyze treatment patterns
- Apply machine learning
- Build and deploy ML models
- Communicate insights via visualization
- Conduct HCP targeting analysis
- Design analytical pipelines
- Develop forecasting models
- Ensure model quality
- Ensure model reproducibility
- Estimate patient populations
- Evaluate commercial interventions
- Implement version control
- Integrate real-world data
- Lead cross-functional analytical projects
- Manage project delivery
- Monitor sales performance
- Perform root cause analysis
- Recommend corrective actions
- Retrain machine learning models
- Run scenario simulation
- Set up model monitoring
- Translate business questions into analytics
Perks/Benefits
- N/A
Skills/Tech-stack
Analytical Pipeline | Cause analysis | Claims data | Data Visualization | Data integration | Deep learning | Electronic Health Records | Epidemiological modeling | Epidemiology | Forecasting | Health Data | Health Records | Language Processing | Machine Learning | Model Monitoring | NLP | Natural Language | Natural Language Processing | Parallel Computing | Public Health | Public health data | Real-World Data | Root Cause Analysis | Root cause | Scenario Simulation | Statistical Analysis | Version control
Education
N/A
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