Machine Learning Scientist, Biomolecular Structure Prediction
Profluent
- Pay
- $212K to $339K
- a year
- Location
- Emeryville, CA
- Work style
- On-site
- Posted
- Nov 5
- 1 day ago
Career path
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About the company
Profluent
Biotechnology · 11 to 50 employees
Profluent is the frontier AI lab for biology. Profluent builds powerful foundation models for all of life's molecules, unlocking solutions that transform medicine, agriculture, and beyond. Founded in 2022 and headquartered in Emeryville, CA, Profluent is backed by leading investors including Altimeter Capital, Bezos Expeditions, Spark Capital, Insight Partners, Air Street Capital, AIX Ventures, and Convergent Ventures and has raised over $150M to date.
What you'll do
- Develop and train all-atom structure prediction models
- Improve accuracy on antibody–antigen and protein–nucleic acid complexes
- Diagnose failure modes of current models and design interventions
- Curate large-scale training data from structural databases, distillation sets, and experimental data
- Integrate structure models with generative models for design and filtering
- Work with protein design teams on experimental validation
- Present results to colleagues in regular update meetings
What you need
- PhD (or equivalent industry experience) in computer science, computational biology, biophysics, or a related field
- Hands-on experience building and training biomolecular structure prediction models
- Publications at major ML conferences or top science journals, or widely used open-source models
- Experience with PyTorch or JAX, including multi-GPU training
- Experience modeling antibody structure and antibody–antigen docking (preferred)
- Experience modeling protein–DNA or protein–RNA complexes (preferred)
- Deep familiarity with structural data pipelines (preferred)
- Experience with diffusion or flow-matching models for structure generation or structure-conditioned design (preferred)
Key skills
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Perks
- equity participation
- health/dental/vision insurance
- Generous PTO
- Professional development opportunities
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