Machine Learning Engineer - Medical Image Analysis
Core
Develop deep learning algorithms for medical image analysis (segmentation, synthetic CT, registration) within RayStation, a radiotherapy treatment planning system used in 1,000+ clinics globally.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Production ML models for clinical radiotherapy treatment planning
Domain
Healthcare / Medical Imaging / Radiotherapy
Deliverable
production ML models
Required skills
Deep learning, Computer vision, Python, PyTorch, Medical image analysis, Statistics, Applied mathematics, Software engineering practices
Preferred skills
3D medical imaging (CT, MR, CBCT), Medical image segmentation, Image registration, Image synthesis, Medical device software validation, Experiment tracking tools
Responsibilities
Develop and evaluate deep learning algorithms for medical imaging, Prepare and curate clinical imaging datasets, Collaborate with clinical specialists and external partner clinics, Design experiments and evaluate model performance, Contribute to testing and documentation for medical device software
Seniority
Senior, hands-on IC
