Data Scientist

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SeniorFull-time
#354445·Dodano dziś·0
Źródło: emagine
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Tech 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.
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