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SOC Performance Engineer

2 months ago

Mountain View, California, United States Samsung Electronics Full time
Job Title: SOC Performance Engineer

We are seeking a highly skilled SOC Performance Engineer to join our team at Samsung Electronics. As a key member of our SOC Lab, you will be responsible for building benchmarks for characterizing SoCs for compute, memory, and power performance.

Key Responsibilities:
  • Understand high-level system architecture of SoC based embedded systems including HW and SW.
  • Board bring-up with a clear understanding of initialization sequence and interdependencies of various sub-systems.
  • Research performance benchmarks and analyze workloads for compute, memory, and power characterization at SoC level as well as at IP level (CPU, GPU, NPU, Media, Connectivity etc.).
  • Execute workloads and develop tools to analyze and present findings from the characterization data.
  • Leverage industry standard tools and/or create in-house tools to speed up performance evaluation and analysis.
  • Work across the organization to analyze workload and decompose, map workload components to IPs to optimize system performance and energy.
  • Work with teams (IP design, modeling, system architecture) to identify, analyze, and optimize critical complex use cases for 2D and 3D applications involving vision sensors, displays, and AI based vision data processing.
Requirements:
  • BSc/Masters with 3+ years of experience or PhD with 1+ years of relevant experience or equivalent combination of education, training, and experience.
  • Strong development skills using C++, Python, and similar programming languages. Some understanding of hardware description languages (e.g. SystemC) is a plus.
  • Clear understanding of operating systems principles. Understanding of Android architecture is a big plus.
  • Experience with tools, debuggers, logs, and data analysis tools for Android and/or Linux based products.
  • Experience with device driver development. Having experience with Display, ISP, or GPU driver is a huge plus.
  • Experience with industry standard performance and power characterization tools, workloads, and benchmarks with a focus on executing them and correlating scores/output with architectural constraints.
  • Understanding of computer architecture. ARM CPU architecture is desired. Understanding how CPU, GPU, and NPU architecture compare and contrast is nice to have.
  • Ability to translate high-level architectural issues into relevant characterizable workloads.
What We Offer:

We offer a comprehensive compensation package with annual bonus eligibility and generous benefits to help you live life well. The base pay range for this role is $151,200 — $207,750 USD.

Samsung Research America is committed to complying with all Federal, State, and local laws related to the employment of qualified individuals with disabilities. If you are an individual with a disability and would like to request a reasonable accommodation as part of the employment selection process, please contact the recruiter or email.

Samsung Research America is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, disability, or status as a protected veteran.