Savant Bio is transforming healthcare by unlocking the value in unstructured medical data through their innovative platform. They are seeking an AI/ML Engineer to build and scale the infrastructure for their clinical data structuring platform, focusing on developing production-grade pipelines and collaborating with cross-functional teams to enhance model performance.
Responsibilities:
- Design and build robust ML pipelines to apply LLMs and other models to unstructured clinical text
- Develop and optimize systems for information extraction, entity resolution, data normalization, and QA
- Build and scale infrastructure for running model inference across large datasets
- Prototype, evaluate, and refine prompt strategies, model configurations, and workflows
- Implement internal tools for monitoring, observability, and iterative model improvement
- Translate research prototypes into reliable, testable, and maintainable production code
- Collaborate cross-functionally with clinical experts and product leads to embed domain knowledge into model workflows