Home
Jobs

Senior Engineer-ML Libraries development - ARM CPU Architecture

4 - 9 years

6 - 11 Lacs

Posted:5 days ago| Platform: Naukri logo

Apply

Work Mode

Work from Office

Job Type

Full Time

Job Description


Job Area: Engineering Group, Engineering Group > Machine Learning Engineering
General Summary:
CPU architecture team is driving the core math libraries needed for ML/AI acceleration. This position/s will expose you to Qualcomm’s cutting edge SoC and ML/AI platforms in the industry. Participate in Optimizing the core ML kernels using the latest advancements like SME, SVE of the ARM CPU architecture and enhance the performance of the ML models on the CPU of the QCOM Soc Required Skills==
  • 7+ experince with Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA
  • Optimizing kernels for vector Processors
  • Understanding of the basic linear algebra functions used in AI/ML
  • Algorithm design (logic, critical thinking)
  • Performance Evaluation and Optimization of the applications for ARM architecture
  • Inferencing of the ML models written in Pytorch/TensorFlow/Keras
  • Understanding of the typical Open-Source Library framework design

  • Preferred Skills===
  • Strong Programming skills and deep understanding of the ARM ISA
  • understanding of the algorithms suitable for Vector and matrix accelerators
  • Strong Analytical and debugging skills
  • Good understanding of Optimizing the Linear Algebra algorithms
  • Performance evaluation using QEMU, Simulators, Emulators and on Real Hardware

  • Minimum Qualifications:
  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.
  • OR
    Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
  • OR
    PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.
  • 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.
  • Mock Interview

    Practice Video Interview with JobPe AI

    Start Python Interview
    cta

    Start Your Job Search Today

    Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.

    Job Application AI Bot

    Job Application AI Bot

    Apply to 20+ Portals in one click

    Download Now

    Download the Mobile App

    Instantly access job listings, apply easily, and track applications.

    coding practice

    Enhance Your Python Skills

    Practice Python coding challenges to boost your skills

    Start Practicing Python Now
    Qualcomm
    Qualcomm

    Technology

    San Diego

    RecommendedJobs for You

    Kolkata, Mumbai, New Delhi, Hyderabad, Pune, Chennai, Bengaluru

    Kolkata, Mumbai, New Delhi, Hyderabad, Pune, Chennai, Bengaluru

    Kolkata, Mumbai, New Delhi, Hyderabad, Pune, Chennai, Bengaluru

    Kolkata, Mumbai, New Delhi, Hyderabad, Pune, Chennai, Bengaluru