Computer Scientist

Vor 5 Tagen


Geneva, Schweiz CERN Vollzeit

Job DescriptionIn this role, you will contribute to the development of advanced AI methods for efficient data processing in high-energy physics. You will work on deep learning and tensor-network techniques to help build next-generation software for real-time data analysis, conducting research and development activity as part of a heterogenous team of physicists and computer scientists. Your responsibilities: Research and develop methods to convert conventional neural networks into tensor-network models. Explore pruning and quantization approaches to improve the efficiency of tensor-network deployment. Contribute to libraries and tools for compressing and deploying neural networks. Collaborate with an international, interdisciplinary team of scientists and software engineers. Share results through open-source contributions, publications, and conference presentations. This role includes team supervision responsibilities. Your profile: Expertise in deep learning and tensor networks. Experience with FPGA programming and/or hardware-aware AI deployment is highly desirable. Skills: Strong programming skills in Python and C++, familiarity with PyTorch or TensorFlow. Ability to work collaboratively in a multidisciplinary, international environment. Spoken and written English, with a commitment to learn French. Eligibility criteria: You are a national of a CERN Member or Associate Member State . You have a professional background in Computer Science or related fields (or a related field) and have either:a Master's degree with 2 to 6 years of post-graduation professional experience; or a PhD with no more than 3 years of post-graduation professional experience. You have never had a CERN fellow or graduate contract before. Additional InformationJob closing date: at 23:59 CET. Contract duration: 24 months, with a possible extension up to 36 months maximum. Working hours: 40 hours per week Job flexibility: Hybrid Target start date: 01-May-2026 This position involves: Work during nights, Sundays and official holidays, when required by the needs of the Organization. Job reference: EP-SFT- -GRAP Field of work: Data Science & Data Analytics Benchmark job: - Applied Physicist What we offer A monthly stipend ranging between 6287  and 6911  Swiss Francs per month (net of tax) . Coverage by CERN's comprehensive health scheme (for yourself, your spouse and children), and membership of the CERN Pension Fund . Depending on your individual circumstances: installation grant; family, child and infant allowances;


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