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Senior Deep Learning Engineer

Dialog·Израиль·en
Не указаноПолная занятостьAI & Machine LearningMedical Devices

Join an innovative HealthTech company developing AI-powered ultrasound technology for real-time clinical decision-making. Lead core algorithm research and development from clinical problem formulation through production integration in a regulated medical device.

Обязанности

  • Architect, research, and implement deep learning algorithms for 2D and 3D ultrasound image reconstruction, enhancement, and volumetric analysis.
  • Lead algorithm initiatives from clinical problem formulation and mathematical modeling through network training, validation, and production integration.
  • Develop computer vision architectures for low-latency, real-time medical imaging pipelines.
  • Work with clinical specialists, systems engineers, and software teams to translate clinical needs into precise algorithmic solutions.

Требования

  • M.Sc. or Ph.D. in Computer Science, Electrical Engineering, Biomedical Engineering, Applied Mathematics, or a related quantitative discipline.
  • At least 5 years of hands-on algorithm development experience, including a proven deep learning track record.
  • Expertise in 3D image processing, volumetric analysis, or 3D reconstruction.
  • Practical experience with modern deep learning frameworks such as PyTorch or TensorFlow.
  • Strong foundations in signal processing, linear algebra, and computer vision.

Будет плюсом

  • Hands-on C++ programming experience.
  • Experience with medical imaging modalities such as ultrasound, CT, or MRI.

Соответствие

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