Member of Technical Staff
Core
Architect novel generative models to design functional proteins for wet lab assays, bridging machine learning, protein engineering, and biology.
Role type
Senior IC machine learning researcher (generative modeling & protein design)
Builds
Production ML models for protein design and wet lab validation
Domain
Synthetic biology / Generative AI
Deliverable
production ML models
Required skills
Generative modeling, deep learning architecture, ML data pipeline construction, cloud hardware training/inference, model optimization, wet lab collaboration, code review, prototyping
Preferred skills
Computational biology, protein design, natural science background (physics/biology/chemistry)
Technologies
Cloud accelerators, version control systems, ML libraries
Responsibilities
Build and optimize generative models for protein design; curate training and evaluation data; propose ML evaluation metrics aligned with real-world success; prototype models and analyze improvements; maintain compute and ML development infrastructure; plan and execute wet lab testing campaigns; learn from wet lab results to update models
Seniority
Senior, hands-on IC