Senior Research Engineer - Computer Vision & Surgical Navigation

FUSE GmbH
Hamburg, Germany
29 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Working hours
Regular working hours
Languages
German
Job source

Tech stack

Agile Methodology Artificial Intelligence Computer Vision JIRA C++ (Programming Language) Computer Programming Image Analysis Linux Image Registration Python (Programming Language) Machine Learning Microsoft Project
+9 more
OpenCV Real-Time Operating Systems Software Engineering Robot Operating System Pytorch Deep Learning Git Information Technology Stream Processing

Job description

As a Senior Research Engineer at FUSE-AI, you will work at the intersection of computer vision, medical imaging, real-time software development and robotics. The role focuses on building the perception and navigation components that link preoperative imaging with the real surgical field, enabling precise, image-guided intervention as part of a publicly funded research project.

  • Design and development of surgical navigation software, including registration and real-time data processing
  • Development of machine learning / deep learning approaches for MRI and other medical imaging domains, from model design to deployment
  • Planning, implementation and integration of software components
  • Feasibility analyses of problems regarding computer vision, artificial intelligence and robotic assistance, and the development of suitable solution strategies
  • Support in the selection and integration of suitable tools, frameworks and technologies to improve our development and deployment
  • Systematic evaluation and validation of developed approaches, as well as further development and optimization of our products/projects
  • Independent study of state of the art knowledge

Requirements

  • A successfully completed degree in (technical) computer science, medical engineering, robotics, physics or a comparable scientific discipline. If academic qualifications or further education are not sufficient to demonstrate software engineering, programming and development-related skills, evidence of an equivalent level needs to be demonstrated.
  • Several years of experience in computer vision / image processing / 3D perception
  • Experience in machine learning / deep learning as a confident user of established methods
  • Experience with medical image analysis and image registration
  • Proficiency in real-time, performance-critical software development, in particular C++
  • Experienced in Python and AI-related frameworks
  • Experience in working on Linux-based infrastructure
  • Knowledge in common computer vision and imaging libraries (e.g. OpenCV, ITK/VTK, PyTorch)
  • Experience with processing of image, depth or spectral data
  • Proficiency in software engineering in collaboration with Git
  • Competent in concepts for software development procedures, agile project development methodologies and project management (e.g. Jira, MS Project, etc.)
  • Competent in requirement engineering regarding to usability and clinical indication
  • Good communication in balance with respect, kindness and feedback culture
  • Hands-on mentality and problem-solving mindset in accordance with best practice and requirements
  • Independent structured manner of working and interest in collaboration and further development in an interdisciplinary team
  • Proficiency in German and English communication

Nice-to-haves

  • Knowledge and understanding of medical and clinical workflows, ideally in the context of surgical navigation or image-guided surgery (e.g. 3D Slicer, MITK, IGSTK)
  • Experience with medical image segmentation
  • Experience with robotics software frameworks
  • Knowledge of medical device regulations (EU MDR, FDA, ISO, etc.)

About the company

As a young and dynamic eHealth company, FUSE-AI pursues the goal of improving medical care with innovative AI-based software products. Building on our established medical imaging solutions, we are developing navigation and assistance systems for the next generation of precision surgery. At FUSE-AI, we work together in an interdisciplinary team of data scientists, machine learning engineers, Q&R experts and scientists for the use of AI solutions in medicine.

What sets us apart

  • Work culture: We are a team with flat hierarchies and a friendly atmosphere.
  • Work-life balance: We support your professional development and enable you to take part in specialist events, for example.
  • Top location: We offer you state-of-the-art technology in a bright office atmosphere between the town hall and the Michel with subway, S-Bahn and bus right outside the door.

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