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ML Power and performance competitive analysis/Benchmarking Engineer
ML Power and performance competitive analysis/Benchmarking EngineerConfidential • Bengaluru / Bangalore, India
ML Power and performance competitive analysis / Benchmarking Engineer

ML Power and performance competitive analysis / Benchmarking Engineer

Confidential • Bengaluru / Bangalore, India
14 days ago
Job description

Company

Qualcomm India Private Limited

Job Area

Engineering Group, Engineering Group >

Systems Engineering

General Summary

Job Summary :

  • 12 – 16 years of experience in post-Si Power and Performance Validation (preferably AI / ML workloads) on complex CPU / GPU / NPU chipsets / Ips.
  • Run workloads across QCOM and other competitor products & compare power and performance.
  • QDSP team is responsible for delivering high-performance NSP (neural signal processor) cores which are at the heart of Qualcomm's multi-tier SoC roadmap targeted for mobile space.
  • Qualcomm is the largest fabless design company in the world, generating over $15 Billion in annual revenues from chipsets and royalties from intellectual property. Qualcomm provides hardware, software and related services to nearly every mobile device maker and operator in the global wireless marketplace.

Job Responsibilities

  • In this highly visible and interactive role, your primary responsibility will be to measure the power and performance of NPU on Qualcomm and other competitor chipsets, compare the same.
  • Responsible for Running AI / ML Benchmarks, collecting results and coalescing them, analyzing bottlenecks across platforms.
  • Involves having a good understanding of NPU architecture, ML workloads etc.
  • Experience in silicon measurements and validation knowledge.
  • Skillset / Experience

  • 12-16 years' experience in NSP / Processor / ASIC performance and power validation.
  • Experience in application performance analysis / identify bottlenecks.
  • Fundamental understanding of latest ML trends, transformers, quantization, fixed / floating point etc.
  • Understand the software stack to launch, run, and teardown applications in the Windows, Android, and Auto Space
  • Good understanding of ML workloads.
  • Understand all the system settings (clock, voltage, thermal, system settings etc.) that can impact the performance of ML applications.
  • Programming / Scripting Skills — C, C++, Perl, Python, Shell, Make file TCI.
  • Strong troubleshooting, analytical and debug skills
  • Should have excellent inter-personal, communication skills and ability to work in a fast-paced exciting environment.
  • Minimum Qualifications

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 6+ years of Systems Engineering or related work experience.
  • OR

    Master's degree in Engineering, Information Systems, Computer Science, or related field and 5+ years of Systems Engineering or related work experience.

    OR

    PhD in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience.

    Applicants : Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application / hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail [HIDDEN TEXT] or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).

    Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and / or proprietary information, to the extent those requirements are permissible under applicable law.

    To all Staffing and Recruiting Agencies : Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes / applications.

    If you would like more information about this role, please contact Qualcomm Careers.

    Skills Required

    C, Shell, Perl, Programming, Scripting, Python

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