Senior Research Leader, Machine Learning

vor 1 Tag


Basel, Basel-Stadt, Schweiz Roche Vollzeit
We are seeking a highly skilled Principal Scientist to join our team at Roche, where we are committed to advancing healthcare through innovation. In this role, you will play a key part in leading a group of talented AI/ML scientists working on cross-functional projects, collaborating with biologists, technologists, and drug discoverers to develop new machine learning methods for protein design with special application to protein therapeutics.

About the Role

The successful candidate will assume a hands-on leadership role to lead a group of AI/ML scientists located in Basel and hosted by Roche. You will form close working relationships with protein therapeutic development efforts across the pRED and gRED organizations. Your primary responsibilities will include developing cutting-edge machine learning methods for the analysis of biological data and processes which can be represented as graphs or sequences, with focus on structural biology data and chemical molecules.

Responsibilities
  • Develop and implement cutting-edge machine learning methods for protein design.
  • Publish high-quality impactful scientific articles and present at conferences, business meetings, and academic institutions.
  • Deliver deep learning-based software solutions for accelerating drug discovery, design, and therapeutic development.
  • Collaborate with internal teams to drive project outcomes.

Requirements

To succeed in this role, you should possess:
  • A PhD in a quantitative field (e.g., Physics, Chemistry, Computer Science, Mathematics, Statistics) with a record of impactful scientific publications.
  • Over 6 years of experience in designing and training machine learning models on large, complex, and/or biased datasets, preferably with biochemical data.
  • Demonstrated expertise in modern machine learning techniques, including neural networks on graphs or sequence models, and proficiency with Python and a deep learning framework (e.g., TensorFlow-Keras, PyTorch, JAX).
  • Proven track record of leading and executing high-profile cross-functional projects to completion.
  • Excellent communication and collaboration skills, with proficiency in English, both written and verbal.

About Roche

Roche is a global research-focused healthcare group, dedicated to improving lives through innovative medical technologies. Our commitment to innovation, curiosity, and diversity drives our mission to push back the frontiers of healthcare. We foster an environment that encourages teamwork, collaboration, and exceptional delivery. Join us in making a difference in patients' lives.

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