Advanced Molecular Design Scientist Position
Valence Labs
Valence Labs in Montreal seeks a Research Scientist to innovate in molecular design using advanced deep learning techniques. Focus on optimizing protein-ligand interactions for drug discovery advancement. This role emphasizes creating generative models that integrate physical laws to improve accuracy in structural biology tasks. As part of a collaborative environment, you'll partner with medicinal chemists and biophysicists, working through complex challenges to enhance drug discovery. Publication of your findings will play a critical role in the open science community. Key Responsibilities:
- Investigate models for advanced protein-ligand interactions
- Build ML systems utilizing experimental and MD datasets
- Maintain performance computing capabilities for analysis
- Guarantee ML results are real-world applicable
- Publish impactful research findings in scientific journals
- PhD in a relevant discipline with considerable research background
- Solid grounding in physics and chemistry
- Demonstrated success with generative and equivariant models
- Proficient in Python for processing pipelines
- Strong collaborative and communication skills
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