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STAFF ML PERFORMANCE ENGINEER

Company: ARM
Location: Hutto
Posted on: July 5, 2024

Job Description:

Job DescriptionThis role is in the rapidly growing Arm Infrastructure Line of Business. Our Neoverse cores are leading a technology disruption across Cloud, Edge, 5G, and Networking segments. We need a Software Enablement Engineer to bolster the Arm Machine Learning (ML) SW ecosystem to help accelerate this growth.Responsibilities

  • Develop performance tests on a variety of ML workloads including LLMs, CNNs, Diffusion models, traditional ML, etc.
  • Deliver workload performance analysis reports in written and presentation form
  • Collaborate with external partners to showcase Arm technology
  • Collaborate with internal partners to improve future Arm Infrastructure products
  • Contribute Arm performance improvements to ML open-source projects
  • Develop proof of concepts that are used for performance analysis, demos, How-Tos, and educating the engineering community on Arm technology
  • Support Infrastructure Technical Marketing activities by writing blogs/whitepapers, presenting webinars, conference talks, and conference booth staffing
  • 1-4 weeks of travel throughout the yearRequired Skills and Experience
    • Creative debug and problem solving
    • Significant experience in ML: Performance analysis and optimization, building models, fine-tuning, RAG, and model training
    • Experience with Pytorch/TensorFlow and Hugging Face Libraries
    • Must be a good communicator (written and presentations)
    • Teach and mentor others"Nice To Have" Skills and Experience
      • Performance analysis of SW from the application level, system libraries level, and the kernel level
      • Deeper CPU/SoC architecture concepts like cache coherence, out-of-order pipelining, memory consistency models, interconnect, performance counters, etc.
      • Experience with open-source software project development and community interaction
      • Compilers (GCC, Clang) & Runtimes (JVM, .NET)
      • Experience with languages like Python, C/C++, etc.
      • Experience with the Linux Kernel (network stack, scheduler, memory subsystem, interrupts, etc.)In Return:We are proud to have a set of behaviors that reflect our culture and guide our decisions, defining how we work together. These behaviors are assessed as part of the hiring process:
        • Partner and customer focus
        • Teamwork and communication
        • Creativity and innovation
        • Team and personal development
        • Impact and influence
        • Deliver on your promises#LI-AC1

Keywords: ARM, Austin , STAFF ML PERFORMANCE ENGINEER, Engineering , Hutto, Texas

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