PhD Candidate in Photonic Data Science | PhD candidate in Research Department Photonic Data Science (f/m/d)
Leibniz-Institut für Photonische Technologien
Job Summary
This part-time PhD position at the Leibniz Institute of Photonics Technology in Jena focuses on developing a comprehensive data pipeline for mid-infrared (IR) spectroscopy in biomedical applications. The successful candidate will systematically investigate spectral analysis steps, including preprocessing to remove artifacts and implementing quality control procedures. A core responsibility will be to develop and validate machine learning and deep learning approaches to extract meaningful biomedical knowledge from spectral data. This role is ideal for a scientific professional with a background in electrical engineering or computer science, eager to contribute to cutting-edge research at the intersection of photonics, data science, and medicine within an interdisciplinary and internationally focused research environment.
Required Skills
Education
Relevant degree in a scientific field such as electrical engineering or computer science
Experience
- Experience in deep learning approaches (e.g., UNet, GAN) is desirable
- Understanding of IR techniques like O-PTR and/or similar photonic technologies is desirable
Languages
Additional
- Part-time position (65%)
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