Sr. Machine Learning Engineer, Medical Imaging
Core
Senior algorithm engineer leading the development of planning and guidance software for the Ion robotic platform to analyze chest medical images for lung cancer diagnosis.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Next-generation planning and guidance software for the Ion endoluminal robotic system
Domain
Healthcare / Medical Imaging / Computer Vision
Deliverable
production ML models
Required skills
Medical imaging algorithms, Lung structure segmentation, Anomaly detection, Model deployment pipelines, C++ production environments, Python, nnU-Net, Vision Transformers (ViTs), DINO, Diffusion models, Vision Language Models (VLMs), Model optimization (quantization, pruning, hardware acceleration), PyTorch, OpenCV, MONAI, ITK, VTK, TensorRT, ONNX, Good Machine Learning Practice (GMLP)
Preferred skills
Experience shipping commercial AI/ML software products
Technologies
C++, Python, PyTorch, OpenCV, MONAI, ITK, VTK, TensorRT, ONNX
Responsibilities
Design, prototype, and implement advanced medical imaging and machine learning algorithms for lung structure segmentation, registration, respiratory anomaly detection, and bronchial analysis. Apply and fine-tune state-of-the-art architectures for clinical datasets. Architect and execute model deployment pipelines integrating trained models into high-performance C++ production environments. Support system integration and testing while generating formal design documentation and patent applications.
Seniority
Senior, hands-on IC