Job Summary
This position involves collaborating with researchers to develop, refine, and assess biological foundation models while also constructing the necessary infrastructure linking these systems. The role is critical in ensuring the effective implementation and deployment of machine learning models within a production environment.
Responsibilities
- Optimize data loading processes tailored for GPU utilization.
- Maintain and enhance distributed training systems.
- Support the deployment of machine learning models in a production context.
Qualifications
- A minimum of 5 years of experience in creating machine learning systems or managing large-scale distributed infrastructure.
- Proficient in Python and have strong experience with PyTorch and CUDA.
- Familiarity with large-scale data processing pipelines and container orchestration tools.
