Scientist II / Senior ML Scientist, Data-Efficient Learning for Drug Discovery
Cambridge, MA USA; London, UK; San Francisco, CA USA
USD 228K-358K Mid-level Full Time
Tasks
- Apply Bayesian optimization
- Build low data ML models for drug discovery
- Build multimodal models
- Calibrate uncertainty
- Design data acquisition strategies for next experiments
- Design experimental design strategies
- Develop active learning approaches
- Develop closed loop learning workflows
- Develop fine tuning approaches
- Develop meta learning approaches
- Estimate model uncertainty
- Evaluate models using learning curves
- Integrate heterogeneous scientific data sources
- Train models on experimental computational and agentic data
- Translate predictions and uncertainty into recommendations
- Use transfer learning approaches
Perks/Benefits
- Commuter benefits
- Company Subsidized Lunch Program
- Educational assistance
- Flexible time off
- Life and disability insurance
- Medical, dental & vision coverage
- Paid parental leave
Skills/Tech-stack
Active Learning | Bayesian optimization | Experimental Design | Fine Tuning | JAX | Machine Learning | Meta Learning | Multimodal Learning | PyTorch | Scikit-learn | Transfer Learning | Uncertainty Estimation
Education
Regions
Countries
States
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