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Postdoc in Machine Learning at Institut für KI in der Medizin (Essen, Germany)

We are seeking enthusiastic, self-motivated, and curious personalities for the development of cutting-edge machine learning algorithms. Access to real-world medical data and actually beeing located within a hospital enables us to deliver our algorithms at the point of care  - generating a meaningful difference for patients, doctors, and hospital staff. Strong funding and state-of-the-art equipment support our effort.

One focus of our group lies in the exploration of unsupervised and self-supervised learning paradigms for recognition of oncologically relevant patterns in large and complex data. In addition, we are interested in uncertainty quantification of machine learnig algorithms.

Help us to reach our goals and become part of the team!

Your responsibilities:

  • Implementation, evaluation and development of (novel) machine learning algorithms
  • Bring projects into clinical application
  • Drive cooperations within and outside the hospital, e.g. Radiomics studies with data from radiology and nuclear medicine, image segmentation tasks, NLP analyses and many more
  • Independent execution of your own scientific projects
  • Support in the conception and implementation of third-party funded project applications
  • Supervision of doctoral students

Your profile:

  • Completed university studies and doctorate in computer science, physics or related discipline
  • Excellent knowledge and practical experience in the field of "Machine Learning", proven by a strong publication record
  • Knowledge in handling libraries like PyTorch, TensorFlow, Keras, Pandas etc.
  • Excellent programming skills in Python
  • Secure handling of the command line and software versioning systems
  • Experience with the dockerization of algorithmsis desirable
  • Excellent communication, organization and team skills
  • Good written and spoken English

We offer

  • A dynamic team that wants to make a real difference in the field of medical AI applications
  • A creative atmosphere, which makes it possible to pursue your own ideas
  • State-of-the-art equipment and a strong funding
  • An attractive and modern workplace with excellent facilities

The salary depends on personal experience and the collective wage agreement (up to TV-L 14, Tarifvertrag für den öffentlichen Dienst TVöD).

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