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CACarl Zeiss AG

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

Karlsruhe
Full-timeInternshipOn-site
AI/ML

In this internship, you will blend your studies with hands-on experience by developing AI-driven solutions for medical applications. Your work will involve creating machine learning algorithms, conducting research, and testing innovative technologies in microsurgery and robotics.

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 educationORBachelor's degree

Languages

EnglishBusiness FluentGermanBasic

Tools & Technologies

PythonC/C++CUDAPyTorchTensorFlowMicrosoft AzureNVIDIA Isaac SimCOSMOS
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