Staff Machine Learning Research Scientist
Core
Setting technical direction for cutting-edge ML research and translating it into real-world clinical impact for healthcare systems.
Role type
Staff Machine Learning Research Scientist
Builds
Clinical AI systems that interpret patient records and improve hospital outcomes
Domain
Healthcare / Clinical AI / LLMs
Deliverable
production ML models
Required skills
ML research, LLM alignment, hallucination detection, evaluation framework design, dataset curation, deep learning model training, neural architecture understanding, Python programming, MLOps
Preferred skills
inference optimization, MLSys concepts, clinical data experience, retrieval systems, graph-based learning
Technologies
PyTorch, Hugging Face Transformers, AWS, Kubernetes, DeepSpeed, Snowflake, Airflow
Responsibilities
Lead end-to-end ML research from idea to deployment, design novel methods for LLM alignment, develop hallucination detection approaches, build and curate high-quality datasets, assess academic literature, establish experimental design best practices, collaborate on model productionization, mentor researchers, contribute to external presence
Seniority
Staff, high-impact IC with mentorship