Machine Learning Engineer
Core
Develop and operationalize deep learning models for medical imaging and radiation therapy to improve cancer treatment planning and dose prediction.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Production ML models and developer tooling for clinical radiation oncology products
Domain
Healthcare + Medical Imaging + Radiation Therapy
Deliverable
production ML models
Required skills
Deep learning (PyTorch), Python, software engineering (CI/CD, testing), statistics, applied mathematics, medical image analysis
Preferred skills
Medical image segmentation, registration, reconstruction, open source contributions, regulated software experience
Technologies
PyTorch, Python
Responsibilities
Train, evaluate, and operationalize deep learning models; design experiments and define evaluation methods; build reliable pipelines for training and inference; collaborate with medical physicists and oncologists to validate model performance
Seniority
Senior, hands-on IC
