Manifold Bio is a platform biotechnology company pioneering AI-guided protein design and massively multiplexed in vivo screening to unlock tissue-targeted medicines. They are seeking a talented Machine Learning Research Engineer to implement, scale, and optimize machine learning systems that power their antibody design platform and advance protein design capabilities.
Responsibilities:
- Implement and optimize machine learning models for protein design
- Build and maintain scalable data processing pipelines for large-scale protein and molecular datasets
- Develop and deploy ML infrastructure for distributed training and inference across GPU clusters
- Collaborate with research scientists to translate experimental ML approaches into production-ready code
- Design and execute ML experiments with clear hypotheses and rigorous analysis
- Optimize model performance and computational efficiency for large-scale protein design tasks
- Build tools and utilities to support rapid prototyping and experimentation by the research team