Sr. Machine Learning Engineer, Medical Imaging
Core
Lead technical role in conceptualizing, designing, and evaluating next-generation planning and guidance software for a robotic biopsy platform, focusing on processing and fusing diverse medical imaging modalities (CT, CBCT, X-ray) for lung structure segmentation, navigation, and target localization.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Commercial medical device software for robotic biopsy systems
Domain
Healthcare / Medical Imaging / Computer Vision
Deliverable
production ML models
Required skills
Medical imaging algorithms, Lung structure segmentation, Model deployment pipelines, C++, Python, nnU-Net, Vision Transformers, Diffusion models, Model optimization (quantization, pruning)
Preferred skills
GMLP principles, Patent application support
Technologies
PyTorch, OpenCV, MONAI, ITK, VTK, TensorRT, ONNX
Responsibilities
Drive full cycle of medical imaging analysis software development from R&D to commercial product; Design and implement algorithms for segmentation, registration, and anomaly detection; Architect and execute model deployment pipelines for real-time performance on constrained systems; Support system integration and testing.
Seniority
Senior, hands-on IC
