ML Scientist
Layer HealthHealthcare AI company
Boston, United States$200K - $250KMid
GV (Google Ventures)
General Catalyst
Define Ventures
Flare Capital Partners
MultiCare Health System
Froedtert Health
Data & AI
About the role
TL;DR
Develop and implement advanced machine learning techniques for healthcare applications.
- •Layer Health is seeking an ML Scientist to advance our clinical machine learning and large language model efforts.
- •Key Responsibilities Design and implement state-of-the-art machine learning techniques.
- •Propose new agentic methods for NLP and ML challenges.
- •Build foundation models for clinical information extraction and synthesis.
- •Stay updated with cutting-edge research in NLP, generative AI, and clinical machine learning.
- •Collaborate with the engineering team to ship performant products.
- •Requirements PhD in computer science/applied mathematics specializing in NLP and ML.
- •High-impact publications at top peer-reviewed ML journals/conferences.
- •Strong programming skills and fluency with modern ML stacks.
- •Experience in training/inference of foundation models.
- •A strong communicator who thrives in a fast-paced environment.
Required skills
PythonPyTorchNLP
Nice-to-have skills
JAX
Domain expertise
healthcare
Benefits & perks
Equity
Tech stack
PyTorchJAXPythonNLP
