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【AstraZeneca】【CET】Cutomer Experience & IT, Associate Director Data Scientist
Astrazeneca
Japan - Osaka
🏢 Офис
Middle
Полная занятость
Продуктовая
Tech
Описание вакансии
Обязанности
•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
Технологии: 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