Principal Machine Learning Scientist
2 weeks ago
At Genentech, we're committed to advancing science and ensuring everyone has access to the healthcare they need today and for generations to come. We're seeking a highly skilled and motivated Machine Learning Researcher to join our Computational Sciences organization.
This role will focus on building novel machine-learning methods to enhance drug development and clinical trial design, with a particular emphasis on early-stage clinical trials. You'll develop novel machine learning methods for multimodal clinical data, including generative models and representation learning, leveraging your expertise to improve trial efficiency, patient outcomes, and overall trial success rates.
Key Responsibilities:
- Lead research initiatives at the intersection of machine learning, biology, and clinical sciences.
- Conceive and lead collaborations both internally and externally.
- Maintain expertise at the forefront of multiple areas in machine learning and biology/clinical sciences.
- Collaborate with cross-functional teams to integrate ML methods into clinical trial development.
- Lead and contribute to the design and execution of clinical trials by developing foundation models using multimodal pre-clinical and clinical datasets.
- Publish research findings in top-tier machine learning and scientific journals and present at leading conferences.
- Mentor junior scientists and contribute to the strategic direction of the ML group within the Computational Science Organization.
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