Senior Machine Learning Research Scientist (m/f/d) - Generative AI for Drug Design
Tasks
- Apply generative AI and self supervised learning
- Collaborate with computational biology and chemistry experts
- Contribute to publications and conferences
- Design develop validate machine learning models
- Develop predictive models for binding affinity prediction
- Develop representation learning using unlabeled datasets
- Implement diffusion and flow based generative models
- Translate machine learning research into drug discovery applications
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Affinity prediction | Binding Affinity Prediction | Cheminformatics | Cloud Computing | Cloud platform | Deep learning | Diffusion Models | Docker | Flow matching | Generative AI | Google Cloud | Google Cloud Platform | High Performance | High-Performance Computing | Kubernetes | Machine Learning | NumPy | Pandas | Performance Computing | PyTorch | Python | RDKit | Reinforcement Learning | Representation Learning | Scikit-learn | Self-Supervised Learning | Self-supervised | Slurm | Supervised Learning | Unlabeled Data
Education
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