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B.B. Braun New Ventures GmbH

Working Student - Machine Vision Marker Design(m/w/x)

Freiburg im Breisgau
Full-timeWorking StudentOn-site
AI/ML

Designing AI-powered surgical navigation markers and training detection models. Deep learning and Python/PyTorch/OpenCV expertise required. Hands-on medtech start-up experience, simulation OR, and creative zones.

Requirements

  • Master’s program in Computer Science, Biomedical Engineering, Robotics, or related field
  • Programming skills in Python, Pytorch, OpenCV
  • Proficient in software development: prototyping, coding, documentation
  • Deep understanding of computer vision algorithms, deep learning technology, and image processing knowledge
  • Experience using computer vision algorithms, training and validating deep Neural Networks
  • Experience with popular object detection models, such as YOLO (plus)
  • Good understanding of 3D Geometry (plus)
  • Interest in medical technology, computer vision algorithms, and system accuracy
  • Good communication skills in English; German is a bonus
  • Motivated, curious, and eager to learn in high-tech, interdisciplinary environment

Tasks

  • Support design of new tracker for surgical navigation software
  • Study existing Computer Vision marker designs, including ArUco Markers
  • Design and execute parameter studies to evaluate design choices
  • Collect data and train detection models based on new design
  • Conduct accuracy tests using novel tracking technologies for surgical navigation
  • Develop and maintain scripts and tools using Python
  • Analyze test results and improve tracking robustness and accuracy
  • Collaborate with software engineers, robotics experts, and clinical stakeholders in agile Scrum environment

Education

  • Currently in higher education

Languages

  • EnglishAdvanced

Tools & Technologies

  • Python
  • Pytorch
  • OpenCV
  • YOLO

Benefits

Startup Environment

  • Hands-on experience in medtech start-up

Diverse Work

  • Work on real-world testing challenges

Modern Office

  • Modern office with simulation operating room
  • Generous social areas
  • Creativity zones

Other Benefits

  • High quality of life
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