High-Energy Physicist Role

vor 1 Tag


Genf, Genf, Schweiz CERN Vollzeit

About Us

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CERN is a unique organization where physicists and engineers come together to push the boundaries of human knowledge. Our mission is to explore the fundamental structure of the universe using the world's largest and most complex scientific instruments.

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Job Description

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This role involves developing an advanced anomaly detection system for the Phase 2 upgrade of the CMS detector at the LHC. You will work closely with our team to implement new ML models, including transformer models, which can improve robustness to noisy or imbalanced data.

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Key Responsibilities

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  • Implementing and optimizing firmware and software for ultra-low latency anomaly detection on FPGAs with CMS L1 trigger data">
  • Designing and optimizing algorithms to maximize physics reach within FPGA resource limits">
  • Evaluating state-of-the-art FPGA and SoC devices and their accelerator capabilities">
  • Conducting feasibility studies on advanced anomaly detection techniques">
  • Contributing to the development of CMS L1 trigger and scouting systems">
  • Supervising summer and technical students">
  • P Presenting your work to CMS teams, Oracle collaborators, and at relevant conferences and workshops">
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Requirements

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To be successful in this role, you will need significant experience with the design and simulation of FPGA-based electronics, knowledge of deep learning algorithms, and excellent communication skills. You will also need to have a professional background in Applied Physics or a related field and meet our eligibility criteria.

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