Senior Machine Learning Scientist I, Drug Discovery Analytics
Redwood City, California, United States
USD 229K-269K Senior-level Full Time
Tasks
- Analyze chemical and biological datasets
- Apply Deep Learning models
- Apply validation strategies
- Build graph neural networks
- Build predictive frameworks for ADMETox
- Collaborate with experimental scientists
- Collaborate with medicinal chemists on compound design
- Design and implement machine learning models for compound activity prediction
- Develop predictive models for drug discovery
- Evaluate model performance
- Integrate models into discovery pipelines
- Perform exploratory data analysis
- Predict compound selectivity and developability
- Predict phenotypic screening outcomes
- Predict target engagement
- Translate scientific questions into computational modeling strategies
- Use ensemble methods
Perks/Benefits
- N/A
Skills/Tech-stack
ADMETox | Cheminformatics | Cloud Computing | Data Analysis | Data Visualization | Deep learning | Ensemble Methods | Exploratory Data Analysis | Graph Neural Networks | MLOps | Model Deployment | Model Validation | Multi-Omics | Neural Networks | NumPy | OpenEye | Pandas | PyTorch | Python | RDKit | Scalable model deployment | SciPy | Scikit-learn | TensorFlow
Education
Regions
Countries
States
Cities
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