Layer Health is a company founded by leading machine learning researchers from MIT and Harvard Medical School, focused on building an AI layer to synthesize information from medical records to improve healthcare. The role of Data Scientist involves advancing applied ML and data science capabilities for healthcare, developing and validating ML-based approaches, and fostering a robust data science culture.
Responsibilities:
- Develop, validate, and measure the impact of large language model (LLM) and other ML-based approaches for chart abstraction from both unstructured and structured healthcare data
- Apply and rigorously evaluate cutting-edge methods to solve real clinical problems
- Work hand-in-hand with our customers to best leverage Layer Health’s platform and supercharge their workflows
- Stay up-to-date on the latest in applied NLP and generative AI techniques and proactively explore these technologies where applicable
- Establish and enforce best practices for data science and analytics
- Cultivate and foster a robust and thoughtful data science and product culture that drives the company forward