Research Engineer
Core
Developing new algorithms and methods for radiotherapy treatment planning software to improve cancer care accuracy and efficiency.
Role type
Research Engineer (Medical Image Analysis & Algorithm Development)
Builds
New functionality and improved algorithms for RayStation treatment planning system
Domain
Medical technology / Radiotherapy / Computerized image analysis
Deliverable
production ML models | product features
Required skills
Computerized image analysis, Geometric computations, Machine learning, C++, Python, Literature review
Preferred skills
3D-visualization, C#, CUDA
Responsibilities
Prototype and develop new algorithms for radiotherapy treatment planning, Enhance existing algorithms for accuracy and efficiency, Implement algorithms in production code, Implement user interfaces for prototype software, Collaborate with clinicians to translate requirements into functionality, Perform literature reviews on state-of-the-art medical image analysis methods