Staff ML Research Scientist
Core
Define and drive next-generation applied research in NLP and clinical AI to build production-scale systems that improve outcomes for doctors and patients.
Role type
Staff Machine Learning Research Scientist (Applied Research)
Builds
Production-scale AI systems for radiology, including LLMs, retrieval, and multimodal modeling
Domain
Healthcare AI / Radiology / NLP / Computer Vision
Deliverable
production ML models
Required skills
LLMs and NLP, computer vision, speech, recommendation/ranking, retrieval, multimodal modeling, experimental rigor, model deployment to production, system thinking, technical mentorship
Preferred skills
Health data familiarity (EHR/imaging), clinical NLP, external or multi-site validation, workflow integration with EHR/RIS/PACS, safety and governance in sensitive domains, publications or impactful open-source work
Technologies
PyTorch, MLflow, Databricks, Ray, Triton
Responsibilities
Own end-to-end applied research from problem framing to production and impact monitoring; Set technical direction and run ablations that change product decisions; Build evaluation linking offline metrics to online outcomes; Partner with engineering, product, and clinicians to align data and success criteria; Raise the bar by mentoring peers and codifying standards for reliability and safety; Improve the platform for data, training, serving, and observability
Seniority
Staff, hands-on IC with strategic scope