Future Opportunity -- Machine Learning Engineer
Core
Lead algorithms engineer developing guidance software for the Ion robotic platform to improve minimally invasive lung biopsy and early lung cancer diagnosis.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Production-ready medical imaging analysis software and AI/ML features for surgical navigation
Domain
Healthcare / Medical Robotics / Computer Vision
Deliverable
production ML models
Required skills
Medical imaging and computer vision, Python, C++, PyTorch, OpenCV, MONAI, SimpleITK, VTK/ITK, CUDA, model optimization (TensorRT/ONNX), GMLP principles, nnUnet, Vision Transformers (ViTs), DINO, Diffusion models, Vision Language Models (VLMs)
Preferred skills
Patent application experience, formal design documentation
Technologies
PyTorch, OpenCV, MONAI, SimpleITK, VTK/ITK, CUDA, TensorRT, ONNX
Responsibilities
Conceptualize, design, and evaluate guidance software aspects; process and fuse diverse imaging modalities (CT, CBCT, X-ray fluoroscopy, video); drive full cycle development from requirements to production code; develop user-facing software and advanced algorithms; support system integration and testing; generate formal design documentation and patent applications
Seniority
Senior, hands-on IC