Senior Data Scientist
1 month ago
We are seeking a highly skilled Senior Principal Data Scientist to join our Multimodal Data & Analytics group. As a key member of our team, you will be responsible for driving the discussion and implementation of data science and high-dimensional modeling methodologies applied to patient-level data.
Key Responsibilities:
- Provide global strategic data science leadership and support to clinical development programs of low to mid complexity.
- Contribute to planning, execution, interpretation, validation, and communication of innovative exploratory biomarker and/or AI analyses and algorithms.
- Provide technical expertise in data science and (predictive) machine learning/AI as well as domain knowledge in biology and/or medicine to identify opportunities for influencing internal decision making.
- Perform hands-on analysis of integrated clinical, outcomes, and high-dimensional, patient-level biomarker data from clinical trials and the real world.
- Contribute to the scientific content of materials for internal decision boards/regulatory/submission documents.
- Align with and influence the Analytics team as well as cross-functional partners in research, regulatory, clinical, and commercial teams on the biomarker and/or AI strategy, execution, and delivery of assigned projects.
Requirements:
- Strong knowledge and understanding of (multivariate implementations of) statistical methods such as time to event analysis, machine learning, meta-analysis, mixed effect modeling, longitudinal modeling, Bayesian methods, variable selection methods.
- Familiarity with statistical and analytical methods for genetics and -omics data analysis and working knowledge of high-dimensional biomarker platforms.
- Strong programming skills in R and Python. Demonstrated knowledge of data visualization, exploratory analysis, and predictive modeling.
- Excellent interpersonal and communication skills (verbal and writing).
Why Novartis: At Novartis, we are committed to building an outstanding, inclusive work environment and diverse teams representative of the patients and communities we serve. We are seeking talented individuals like you to join our team and help us make a meaningful impact in the lives of patients.
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