Nowa
Data Scientist
Brak informacji o wynagrodzeniu
SeniorFull-time
#354445·Dodano dziś·0
Źródło: emagineTech Stack / Keywords
Machine LearningData StructuresPythonCloud
Wymagania
- Experience working with healthcare data (clinical trials or RWE), including familiarity with standard data structures and common data quality challenges.
- Strong foundation in both statistical modeling and machine learning approaches (e.g., regression, classification, regularization, ensemble methods).
- Understanding of RCT methodology, causal inference, and treatment effect estimation.
- Experience working with longitudinal and time-series data, including handling of missing data and irregular observation schedules.
- Proficiency in Python and/or R and experience working in cloud-based data platforms.
- Strong communication skills and ability to translate complex analytical findings for both technical and non-technical audiences.
- A PhD with 1+ year of relevant experience or a Master's with 3+ years of relevant experience.
- Prior experience in pharmaceutical drug development, health economics, or related life sciences fields.
Nice to have:
- Experience building interactive dashboards and data visualization tools (e.g., R Shiny).
Obowiązki
- Develop predictive models for treatment outcomes.
- Build and validate machine learning models using clinical trial data.
- Analyze harmonized data from multiple RCTs.
- Support trial design and clinical decision-making through data insights.
- Collaborate with cross-functional teams to enhance data-driven approaches.
emagine
193 aktywne oferty