About this role
Roche is seeking a Senior Machine Learning Scientist to conduct foundational research in machine learning, focusing on causal representation learning and out-of-distribution generalization. You will develop novel algorithms and architectures to address complex biological problems, collaborate with global research teams, and publish high-impact scientific work. This role offers the opportunity to define your own research agenda and contribute to transformative drug discovery.
What we are looking for 6
- Design and implement novel ML algorithms for biological problems
- Develop new ML frameworks beyond off-the-shelf paradigms
- Collaborate with cross-functional global research teams
- Build and scale unconventional neural network architectures
- Publish in top-tier ML and computational biology venues
- Strong publication record at premier ML conferences