Offer Description
We are looking for a PhD student to join our Signal Theory and Statistical Learning group at TU Darmstadt, Germany.
The position is in the mathematical foundations of deep learning, with a focus on probability theory and random matrix theory. The successful candidate will become part of the Emmy Noether project “RMT4DL: Random Matrix Theory for Deep Learning,” which aims to develop new theoretical approaches for understanding stability, generalization, and feature learning in large-scale neural networks.
Further details and application instructions are available at: https://www.career.tu-darmstadt.de/tu-darmstadt/job/57393
Location: TU Darmstadt, Germany
Application deadline: 22 October 2026
Please feel free to share this opportunity with anyone who may be interested.
If you have any questions about the position, please contact Mariia Seleznova (mariia.seleznova@tu-darmstadt.de).
Requirements
Research Field: Mathematics » Applied mathematics
Education Level: Master Degree or equivalent
Research Field: Computer science » Other
Education Level: Master Degree or equivalent
Skills/Qualifications
We are looking for highly motivated PhD candidates with a strong interest in the mathematical foundations of deep learning and the ambition to pursue challenging research questions in this area. Successful candidates should have the following background and qualifications:
- Excellent university degree (Master’s or equivalent) in mathematics, computer science, or a closely related field.
- Strong mathematical background, particularly in areas such as machine learning theory, probability theory, optimization, and linear algebra. Experience with random matrix theory is a plus.
- Programming experience in Python. Familiarity with deep learning frameworks (e.g., PyTorch or JAX) is a plus.
- Excellent written and spoken English.
- Strong analytical skills and enthusiasm for independent research.
Languages: ENGLISH (Excellent)
Additional Information
Website for additional job details: https://www.career.tu-darmstadt.de/tu-darmstadt/job/57393
Work Location(s)
Number of offers available: 1
Company/Institute: Signal Theory and Statistical Learning group at TU Darmstadt
Country: Germany
State/Province: Hesse
City: Darmstadt
Postal Code: 64283
Street: Merckstraße 25