Postdoctoral Researcher and PhD Candidate in Multimodal Learning for Tabular Temporal Data | 316/2025 One PostDoc/PhD position and One PhD position (m/f/d) on multimodal learning in tabular tem
Otto-von-Guericke- Universität Magdeburg
Job Summary
This dual vacancy seeks one Postdoctoral Researcher and one PhD Candidate to advance research in multimodal learning, specifically focusing on tabular temporal data within clinical and digital healthcare settings. Both roles involve expanding the Knowledge Management and Discovery (KMD) research portfolio, engaging in interdisciplinary collaborations, and contributing to teaching and grant proposal writing. The Postdoc position emphasizes fusion, domain transfer, and integration into operative processes, while the PhD role focuses on cost, energy, and latency considerations of sensors. Successful candidates will possess strong backgrounds in machine learning, time series analysis, and sensorics, with required proficiency in English. This is an excellent opportunity to qualify towards cutting-edge temporal technologies and contribute to critical research in medical and healthcare applications within a multinational, supportive academic environment.
Required Skills
Education
Master's degree in AI, Data Science, or Computer Science (PhD candidate); Master's degree and PhD in machine learning in the biomedical or clinical domain (PostDoc candidate)
Experience
- Professional experience in teaching support (PostDoc candidate)
- Professional experience in machine learning in the biomedical or clinical domain (PostDoc candidate)
- Familiarity with sensorics and time series analysis (Both candidates)
- Familiarity with biomedical or clinical applications (PhD candidate, advantageous)
Languages
Additional
- Commitment to learning German to support German bachelor level courses (if not proficient); Contract status of 50% to 100% funding; Fixed term contract until March 1, 2029 (+ up to 3 years extension)
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