Machine Learning Engineer, Medical Imaging
Core
Senior algorithm engineer developing advanced AI/ML algorithms for analyzing chest medical images to segment lung structures, detect anomalies, and track disease progression for a robotic biopsy platform.
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), Python, nnU-Net, Vision Transformers (ViTs), DINO, Diffusion models, VLMs, Model optimization (quantization, pruning, TensorRT, ONNX)
Preferred skills
Commercial AI/ML software product shipping experience, Good Machine Learning Practice (GMLP) alignment
Technologies
PyTorch, OpenCV, MONAI, ITK, VTK
Responsibilities
Design and implement algorithms for lung structure segmentation, registration, and bronchial analysis; Architect and execute model deployment pipelines for real-time performance on constrained medical systems; Support system integration and testing; Generate formal design documentation and patent applications
Seniority
Senior, hands-on IC