Senior/principal Ai Scientist For Large Molecule - Aidd
Roche
Shanghai, China
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Ph.d. in machine learning or related quantitative field
Deep learning models like gnns, transformers, diffusion
Python programming with pytorch or tensorflow
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Roche is seeking a Senior/Principal AI Scientist for its China Innovation Center, focusing on leveraging AI and machine learning for large molecule drug discovery, particularly in antibody development. The role offers the opportunity to lead innovative projects in a collaborative environment, emphasizing the importance of personal expression and professional growth within the company culture.
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Job Summary
The role focuses on applying cutting-edge AI and machine learning methodologies to revolutionize the design and discovery of large molecule therapeutics like antibodies.
Candidates will collaborate extensively with biologics discovery teams to develop best-in-class antibody therapeutics using advanced computational models.
Roche offers a culture that encourages personal expression and genuine connections, allowing employees to thrive both personally and professionally while curing diseases.
Matching Summary
Match Score: 75
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Roche is seeking a Senior/Principal AI Scientist for its China Innovation Center, focusing on leveraging AI and machine learning for large molecule drug discovery, particularly in antibody development. The role offers the opportunity to lead innovative projects in a collaborative environment, emphasizing the importance of personal expression and professional growth within the company culture.
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Skills & Requirements
Must-have
Ph.D. in Machine Learning or related quantitative field
Deep learning models like GNNs, Transformers, Diffusion
Python programming with PyTorch or TensorFlow
Experience with protein structure prediction tools
Antigen-antibody binding affinity optimization
Nice-to-have
MLOps and Kubernetes container orchestration experience
High-performance computing environment knowledge
Strong communication skills in English and Mandarin
Leadership and mentorship capabilities for Principal level
Lab-in-the-loop integration experience
Key Requirements
Minimum 3+ years industry experience for Senior Scientist
Minimum 7+ years industry experience for Principal Scientist
Proven track record in AI/ML applied to biologics discovery