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Sr. Machine Learning Engineer, Medical Imaging

External
Intuitive logoIntuitive · Sunnyvale, CA
Full-timeOn-site1w ago
Computer VisionDocumentationMachine LearningOpenCVPythonPyTorch
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Requirements

  • MS or PhD in Computer Science, Electrical Engineering, Biomedical
  • Engineering, or a related field.
  • 5+ years of hands-on industrial experience in algorithm development, with a deep
  • specialization in medical imaging and computer vision. A proven track record of
  • shipping commercial AI/ML software products is bonus.
  • Exceptional proficiency in Python and C++, with a deep understanding of modern
  • software component design for production environments.
  • Proven hands-on experience with ML frameworks and software toolkits, including
  • PyTorch, OpenCV, MONAI, ITK, VTK, and model optimization tools such as
  • TensorRT or ONNX.
  • Experience or knowledge of the development of AI/ML features in strict alignment
  • with Good Machine Learning Practice (GMLP) principles, ensuring data
  • representativeness and model transparency.
  • Excellent verbal and written communication skills for effective cross-functional
  • collaboration with clinical and engineering teams
  • Due to the nature of our business and the role, please note that Intuitive and/or your customer(s) may require that you show current proof of vaccination against certain diseases including COVID-19. Details can vary by role.
  • Mandatory Notices
  • U.S. Export Controls Disclaimer: In accordance with the U.S. Export Administration Regulations (15 CFR §743.13(b)), some roles at Intuitive Surgical may be subject to U.S. export controls for prospective employees who are nationals from countries currently on embargo or sanctions status.
  • We will consider for employment qualified applicants with arrest and conviction records in accordance with fair chance laws.
  • Preference will be given to qualified candidates who do not reside, or plan to reside, in Alabama, Arkansas, Delaware, Florida, Indiana, Iowa, Louisiana, Maryland, Mississippi, Missouri, Oklahoma, Pennsylvania, South Carolina, or Tennessee.
  • This position may be filled at a different job level than listed here depending on
  • business need and/or on the selected candidate's experience, knowledge and skills.
  • Compe

Benefits

Vision insuranceFlexible schedulePerformance bonus

Additional Information

Job Description The Ion™ endoluminal system is Intuitive's new robotic platform for minimally invasive biopsy in the peripheral lung, with an initial goal of improving the early diagnosis of lung cancer. We are seeking a senior algorithm engineer to play a lead technical role in conceptualizing, designing, and evaluating our next- generation planning and guidance software. This role is dedicated to developing advanced algorithms to analyze chest medical images for complex lung diseases. This role focuses heavily on the processing and fusion of diverse imaging modalities-including CT, CBCT, and X-ray images-to perform robust lung structure segmentation, anomaly detection, and longitudinal disease tracking, ultimately improving clinical outcomes Drive the full cycle of medical imaging analysis software development, developing algorithms from R&D concepts into robust, commercial medical device products. - Design, prototype, and implement advanced medical imaging and machine learning algorithms tailored for advanced lung structure segmentation, registration, respiratory anomaly detection, and bronchial analysis. - Apply and fine-tune state-of-the-art architectures, including nnU-Net, Vision Transformers (ViTs), DINO, Diffusion models, and Vision Language Models (VLMs), for clinical datasets. - Architect and execute model deployment pipelines, seamlessly integrating trained models into high-performance C++ production environments, utilizing techniques like quantization, pruning, and hardware acceleration to ensure real-time performance on constrained medical systems. - Support system integration and testing while generating formal design documentation and patent applications.


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