Senior Machine Learning Scientist, Drug Discovery Analytics
Redwood City, California, United States
USD 229K-269K Senior-level Full Time
Tasks
- Apply deep learning graph neural networks ensemble methods
- Collaborate with medicinal chemists for compound design lead optimization
- Develop predictive frameworks for ADMETox target engagement phenotypic screening
- Develop predictive models for drug discovery
- Evaluate model performance and validation strategies
- Identify patterns and relationships for scientific hypotheses
- Integrate heterogeneous datasets chemical structure screening high content imaging structural biology molecular simulation outputs
- Integrate models into discovery pipelines
- Interpret experimental results with biologists and identify target opportunities
- Perform exploratory data analysis on chemical biological phenotypic datasets
- Predict compound activity selectivity developability
- Translate scientific questions into computational modeling strategies
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 | Molecular Modeling | Multi-Omics | Multi-Omics Data Analysis | Multi-omics Data | Neural Networks | NumPy | Omics Data Analysis | OpenEye | Pandas | PyTorch | Python | RDKit | SciPy | Scikit-learn | TensorFlow
Education
Regions
Countries
States
Cities
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