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CACarl Zeiss AG

Internship - AI for Medical Image Processing(m/w/x)

Karlsruhe
Full-timeInternshipOn-site
AI/ML

Developing ML algorithms for surgical imaging devices, integrating multiple optical modalities from concept to production. Advanced Python, C/C++/CUDA, and deep learning frameworks experience required. Direct contribution to production-ready medical imaging solutions.

Requirements

  • Bachelor’s degree and enrollment in a master’s program in mechanical, electrical, or another engineering discipline, computer science, physics, mathematics with a focus on machine learning
  • Advanced programming experience in Python, prior experience in C/C++ or CUDA
  • Hands-on experience with deep learning frameworks like PyTorch or TensorFlow
  • Domain knowledge in medical imaging, preferably OCT and video-based imaging
  • Experience in software engineering and development with Microsoft Azure
  • Experience with NVIDIA Isaac Sim and COSMOS for deployment of AI-models in simulation
  • Excellent organization, problem-solving and communication skills
  • Passion for innovation and enthusiasm for new technologies, motivation to work in agile, interdisciplinary teams

Tasks

  • Develop machine learning algorithms for surgical imaging devices
  • Integrate multiple optical imaging modalities
  • Work from concept phase to production-ready solutions
  • Analyze and test core functionalities for multi-modal data
  • Research existing solutions in scientific and patent literature
  • Tailor solutions to meet project needs
  • Conduct experiments on simulated and real-world data sets
  • Evaluate experimental results

Education

  • Currently in higher educationOR
  • Bachelor's degree

Languages

  • EnglishBusiness Fluent
  • GermanBasic

Tools & Technologies

  • Python
  • C/C++
  • CUDA
  • PyTorch
  • TensorFlow
  • Microsoft Azure
  • NVIDIA Isaac Sim
  • COSMOS
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