Institut für Experimentelle Teilchenphysik (ETP)
The Joint Real-Time Reconstruction AI Team of the Institute of Experimental Particle Physics (ETP) and the Institute for Information Processing Technology (ITIV) at the Karlsruhe Institute of Technology (KIT) invites applications for postdoctoral positions in real-time track reconstruction and the deployment of machine learning algorithms on embedded processors. As part of the ErUM-Data DEEP consortium (erumdata-deep.de ), you will prototype real-time Graph Neural Network algorithms for the Belle II tracking detectors, implement them on heterogeneous hardware including AMD Versal SoCs and Coarse Grain Reconfigurable Architecture AI cores, and contribute to a common transpiler toolchain based on ONNX and MLIR. Successful candidates will have the opportunity to spend part of their time working on accelerated ML applications on GPUs or other hardware, or the Belle II physics program.
Salary
Salary category 13 TV-L, depending on the fulfillment of professional and personal requirements.
Contract duration
until October 31, 2028
Application up to
December 19, 2025
Application documents, combined into one pdf:
Cover letterCurriculum vitae (CV)List of up to ten publications (with contribution statements for multi-author papers)Names and contact details of two referees, one of which must not be from your current institute (reference letters will be requested by us for shortlisted candidates)Contact person in line-management
For further information, please contact Prof. Dr. Torben Ferber.
