Staff scientist - Helmholtz project

The position

Within the CMS experiment, perform and coordinate analyses of data collected in proton-proton collisions at the LHC, focused on jet and top quark pair production

Develop and apply novel techniques for jet and top quark analyses, as well as improve the underlying reconstruction algorithms, based on machine learning techniques for Run III and the High Luminosity LHC

Take responsibilities for performance and upgrade studies in the CMS experiment

Contribute to development and support of phenomenology and QCD analysis tools

Collaborate with theory groups and with the ATLAS experiment

Contribute to supervision of students and young researchers in the group

Requirements

University education in experimental or theoretical particle physics with PhD in experimental particle physics or equal qualification

Expertise in research in experimental particle physics at the LHC with focus on the data analysis in physics of top quark, jet and/or electroweak boson production, supported by publications in these areas

Track record in applying state-of-the art statistics and data analysis techniques

Experience in tracking, lepton or b-Quark identification with state-of-the art machine learning techniques

Experience in Linux operating systems, C++, python, low-level knowledge of common machine learning frameworks and related GPU programming

Excellent organizational and communication skills, experience in coordination and student supervision

Experience of working in international teams

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