Member of Technical Staff
Core
Architect novel generative models to design functional proteins for wet lab assays, serving the goal of controlling biology and curing diseases.
Role type
Senior IC machine learning researcher (generative modeling & protein design)
Builds
Production ML models for protein design
Domain
Synthetic biology / Computational biology
Deliverable
production ML models
Required skills
Generative modeling, Deep learning architecture, ML data pipeline construction, Cloud hardware training/inference, Model optimization, Version control, Wet lab inference planning
Preferred skills
Computational biology, Natural science background (physics/biology/chemistry)
Technologies
Cloud accelerators, ML libraries, Version control systems
Responsibilities
Curate training and evaluation data for deep learning models, Propose and build ML evaluation metrics aligned with real-world success, Prototype generative models and analyze improvements, Collaborate on codebase with scientists and engineers, Maintain compute and ML development infrastructure, Plan and execute wet lab testing campaigns for model inference
Seniority
Senior, hands-on IC