Senior ML Research Scientist
Core
Design and deploy multimodal AI systems for radiology to improve cancer diagnosis and reduce error rates in medical imaging reports.
Role type
Senior ML Research Scientist (Healthcare/CV)
Builds
Production multimodal ML models for radiology workflows
Domain
Healthcare / Medical Imaging / Computer Vision
Deliverable
production ML models
Required skills
Computer vision, NLP, deep learning, transformers, self-supervised learning, weak supervision, Python, PyTorch, model architecture design, clinical outcome evaluation, experiment design
Preferred skills
Medical imaging, radiology workflows, DICOM, FDA/HIPAA considerations, 3D vision, report generation
Technologies
PyTorch, transformers, vision transformers, contrastive learning, masked image modeling
Responsibilities
Own multimodal ML work-streams from problem definition to production; translate clinical needs into ML objectives; build and evaluate modern ML systems; design rigorous clinical evaluations; partner with engineering to productionize models; investigate failure modes; mentor researchers and engineers
Seniority
Senior, hands-on IC with mentorship
