Principal, Machine Learning Scientist
Tasks
- Collaborate with engineering for automated model deployment
- Collaborate with interdisciplinary teams to identify platform improvements
- Deploy machine learning models in high throughput wet lab workflows
- Design and implement generative models for antibody sequence and structure
- Develop de novo design methods for antibody hits
- Develop protein sequence optimization for lab in the loop design
- Predict antibody properties
- Provide technical leadership and mentorship
- Set strategy for future machine learning research
- Support therapeutics programs with machine learning expertise
Perks/Benefits
- 401k match
- Company holidays
- Dental insurance
- Health insurance
- Paid parental leave
- Paid time off
- Two weeks company wide shutdown
- Vision insurance
Skills/Tech-stack
AWS | Bayesian optimization | De Novo | De novo design | Generative Modeling | Machine Learning | Multi-Objective Optimization | Next-Generation Sequencing | Objective optimization | Protein Engineering | PyTorch | Python | Sequence optimization
Education
Regions
Countries
States
Cities
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