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Postdoctoral Research Associate / Wissenschaftlicher Mitarbeiter (m/w/d)
Aktualität: 21.11.2023


21.11.2023, Universitätsklinikum Münster
Postdoctoral Research Associate / Wissenschaftlicher Mitarbeiter (m/w/d)
Developing machine learning and computer vision (AI) strategies to characterise sperm motility, thereby assessing male fertility Working with latest imaging technologies for male reproductive medicine Implementing novel biomedical image analysis algorithms in PyTorch/TensorFlow Investigating, analysing and correlating different multimodal (clinical) data to enable, for example, screening based on locomotion and genetic features Cooperating in an interdisciplinary research team involving experts (gn) from medicine, biology, physics and computer science (especially deep learning)
Applicant must hold a completed doctorate in computer science, mathematics, physics, biology, engineering or a similar scientific field of study Proven experience in machine learning and/or image analysis such as object tracking, semantic segmentation etc. Sound theoretical knowledge in the field of deep neural network optimisation and training Very good experience with PyTorch and/or TensorFlow A good command of written and spoken English Furthermore, soft skills such as the ability to work in a team, communication skills, organisational skills and independent working methods are required Experience in building small hardware prototypes such as camera systems and basic microscopic optics Proven knowledge of the associated analytical methods and mathematical foundations of neural networks Experience in explainable AI or other deep learning-related techniques relevant for image analysis.



Postdoctoral Research Associate ­­/­­ Wissenschaftlicher Mitarbeiter (m/w/d)