Wissenschaftliche*r Mitarbeiter*in (Doktorand*in) (26331)
Core
Develop and optimize trigger algorithms for the IceCube neutrino detector to search for faint particle signatures and validate data analysis methods.
Role type
Research scientist (particle astrophysics)
Builds
Trigger and filter algorithms for the IceCube detector and IceCube Upgrade
Domain
Particle astrophysics / High-energy physics
Deliverable
production ML models
Required skills
Python, C++, particle astrophysics, data analysis, machine learning, FPGA-based data processing
Preferred skills
Machine learning, FPGA-based data processing
Technologies
Python, C++, FPGA
Responsibilities
Develop and optimize the Faint Particle Trigger (FPT) for the IceCube detector; Develop trigger and filter algorithms to search for light-weak and slow particle signatures; Analyze and simulate IceCube data for trigger method development and validation; Implement and test algorithms under real-time data processing requirements; Present and publish scientific results; Collaborate in the international IceCube collaboration
