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Job Opportunity: Research Associate/Senior Research Associate in Fast Machine Learning R&D:Job description:Job location: Bristol The function The Particle Physics group of the University of Bristol (tinyurl.com/particle-bristol) UK, seeks a Research Associate or Senior Research Associate to join its machine learning R&D team. The prosperous applicant will be the lead developer for ML workflows on newly released FPGA-located ML -acceleration platforms, including the Xilinx Versal series. The key objectives of this project are to gain practice with these new platforms to inform potential use cases in Particle Physics and in the public sector over the next decade. The Bristol Particle Physics group is active in development of AI/ML techniques for particle physics across a range of experiments and projects. In particular, we are developing real-time image classification and object detection for data selection at CMS and DUNE, and investigating the use of generative networks for fast detector simulation on LHCb. Bristol is one of the top UK universities for AI research and scientific computing, and was recently chosen to host a new national AI-focussed supercomputer research facility. The position is available until 30th October 2026. Informal enquiries (not applications) can be made to Dr Sudarshan Paramesvaran, Sudarshan.Paramesvaran@bristol.ac.uk) or Dr Jim Brooke (jim.brooke@bristol.ac.uk) What will you be doing? As a key ML researcher in the Bristol Particle Physics group you will: » gain practice with new Machine-Learning acceleration platforms » develop software and firmware frameworks to deploy commonly-used ML networks on these platforms » contribute to interdisciplinary studies on the use of accelerated ML technology in other sectors e.g. health » engage with the ECFA Detector R&D effort coordinated by CERN for future experiments, in particular as part of the DRD7 collaboration » present work at group meetings, to collaborators, and at international conferences » prepare results for publication You should apply if » You have (or are about to obtain) a PhD in a significant subject area (science/engineering), or equivalent practice » You have practice of software development in Python and C++ » You have practice using ML for scientific applications » You have practice working with data-acquisition/trigger systems or accelerated computing Additional information Contract type - Open Ended with fixed funding until 30/10/2026 This advert will close at 23:59 GMT on the 16th May 2024 Interviews are anticipated to take place on the 29th May Our strategy and mission We recently launched ourstrategyto 2030 tying together our mission, vision and values. The University of Bristol aims to be a place where everyone feels able to be themselves and do their best in aninclusive working environment where all colleagues can thrive and reach their full potential.We wantto attract, develop, and retain individualswith different practices, backgrounds and perspectives - particularly people of colour, LGBT+ and disabled people - because diversity of people and ideas remains integral to our excellence as a global civic institution. Skills:
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