Principal Machine Learning Scientist, Drug Discovery Analytics
Redwood City, California, United States
USD 273K-321K Senior-level Full Time
Tasks
- Apply graph neural networks for molecular representation
- Collaborate with biologists to generate mechanistic hypotheses
- Collaborate with medicinal chemists on compound design and optimization
- Define machine learning strategies for drug discovery
- Deploy models into scalable discovery workflows
- Design active learning frameworks for experimental design
- Develop deep learning models for molecular representations
- Develop generative chemistry models
- Develop predictive models for ADMET and developability
- Develop predictive models for compound activity and selectivity
- Develop predictive models for phenotypic datasets
- Develop predictive models for target engagement and mechanism of action
- Integrate chemical and screening data
- Integrate imaging and phenotypic screening data
- Integrate structural biology and molecular simulation outputs
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Bioinformatics | Cheminformatics | Cloud Computing | Deep learning | Generative Models | Graph Neural Networks | Machine Learning | Neural Networks | NumPy | Pandas | PyTorch | Python | Scalable machine learning | Scikit-learn | TensorFlow
Education
Regions
Countries
States
Cities
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