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    Senior/Staff Algorithm Engineer - Cambridge, United Kingdom - arm limited

    arm limited
    arm limited Cambridge, United Kingdom

    5 days ago

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    Description

    The Role

    Job Overview:

    We are looking for experienced engineers with a hands-on machine learning background, and good understanding of graphics and gaming, to develop new neural graphics algorithms.

    In Arm's Central Technology group we are building trail-blazing future technology which will keep Arm-based products redefining the state-of-the-art. We are looking for experienced ML Engineers who will build a range of innovative algorithm solutions, aimed to guide architecture definition of the next-gen Arm compute platforms.

    You will be working in a team of computer vision and machine learning engineers to prototype algorithms for graphics (gaming) that pushes the state of the art.

    Responsibilities:

  • Inventing and implementing state of the art machine learning and graphics algorithms for gaming use cases
  • Designing such algorithms to work reliably and efficiently on mobile devices
  • Collaborating with other teams across software and hardware to ensure the full pipeline runs efficiently and utilises Arm hardware effectively
  • Presenting the algorithms and architectures you have developed to wider technology and engineering teams within Arm and at external events/conferences

    • Required Skills and Experience :

  • Strong experience working on high-performance deep learning models for image processing and computer graphics
  • Excellent coding skills in python and strong experience in popular ML framework ( TensorFlow or PyTorch)
  • Excellent problem solving and analytical thinking skills
  • Excellent communication and collaboration skills
  • Passion for deep learning, graphics, and image processing

    • "Nice To Have" Skills and Experience :

  • Technical leadership experience (required for Staff level)
  • Understanding of the graphics rendering pipeline (expected for Staff level) and familiarity with graphics on mobile GPUs
  • C++ experience and familiarity with Shading language
  • Experience in 3D gaming, lighting and rendering is a plus
  • Image/video quality evaluation background

    • In Return:

    On top of the already compelling, we offer strong team culture, learning opportunities, regular career conversations, emphasis on diversity, equity and inclusion and a continuous improvement mentality.

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