Senior Machine Learning Engineer, Prescient LLMs
1 week ago
Genentech is a leading biotechnology company that is part of the Roche Group. We are committed to discovering and developing innovative treatments for serious diseases, with a focus on cancer, infectious diseases, and rare genetic disorders.
The OpportunityWe are seeking a highly skilled Senior Machine Learning Engineer to join our Prescient Design team, which is revolutionizing drug discovery with cutting-edge machine learning techniques. As a member of this team, you will have the opportunity to work on large-scale machine learning algorithms and systems that will transform the drug discovery process.
Key Responsibilities- Develop and deploy machine learning models, especially large language models, in production environments
- Collaborate closely with cross-functional teams across both Prescient Design and Genentech Research and Early Development (gRED) to solve complex problems in the life sciences
- Participate in cutting-edge development of large language models for drug discovery and scientific applications
- Solve core research engineering challenges, including the design, implementation, and scaling of machine learning algorithms
- MS or PhD in Computer Science, Statistics, or related field, or equivalent experience
- 4+ years of industry experience in machine learning
- Strong programming skills in Python or another relevant language
- Experience with deep learning frameworks such as PyTorch
- Extensive understanding of general machine learning, as well as large language models
- Strong communication skills, with the ability to effectively communicate technical concepts to both technical and non-technical audiences
- Experience collaborating with external scientific partners, such as academic institutions or industry research groups
- A passion for solving complex technical problems and a commitment to staying up-to-date with the latest developments in machine learning
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