Role OverviewThe Oncology Data Science team in Biomedical Research at Novartis works at the intersection of oncology drug discovery, computational biology, AI/ML, and data engineering. We are seeking an enthusiastic AI/ML scientist with deep expertise in digital pathology and a strong curiosity for translational research to join the AI & Innovation Team.
What You Will Do
This role will apply advanced AI approaches to generate insights from complex imaging datasets and support our oncology drug discovery programs.
Why It Might Be a Fit
The ideal candidate will have a strong background in machine learning, experience in digital pathology, and excellent communication and collaboration skills.
Requirements
- Ph.D. in Machine Learning, Computer Science, Applied Mathematics, Computational Biology or related field
- Strong experience analyzing pathology imaging modalities including H&E, IHC, multiplex IF, and / or spatial transcriptomics data
- Understanding of machine learning methods for segmentation, classification, detection, and representation learning
- Experience in one or more of the following areas: generative AI, digital pathology foundation models, geometric deep learning and / or multi-modal learning
- Excellent programming skills and proficiency in deep learning frameworks such as PyTorch
Benefits
- insurance plans
- retirement plans
- wellbeing resources
- global recognition programs
- flexible and hybrid working options
- minimum of 14 weeks paid parental leave
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