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Staff, GPU Performance Engineer

External
Samsung logoSamsung · 3655 N 1st St, San Jose
Full-timeOn-site1w ago
Machine LearningPerformance OptimizationPythonVulkan
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Requirements

  • Minimum Requirements:
  • 6+ years of experience with a Bachelor's degree in Computer Science/Computer Engineering/relevant technical field, or 4+ years of experience with a Master's degree, or 2+ years of experience with a PhD.
  • Strong understanding of 3D graphics pipelines, including render pipelines and game engines
  • Experience on ML workload analysis and development
  • Familiarity with graphics APIs, such as Vulkan
  • Knowledge of performance analysis tools and methodologies
  • Proficient programming skills in languages like Python and C++
  • Excellent analytical and problem-solving skills, with the ability to identify and optimize performance bottlenecks
  • Strong collaboration and communication skills, with experience working with cross-functional teams
  • Passion for analyzing and optimizing GPU performance, with a drive to deliver high-quality results
  • Familiarity with GPU architecture and design
  • Familiarity with scripting languages and automation frameworks
  • Experience working in a fast-paced, dynamic environment, with a focus on innovation and continuous improvement
  • Our Team
  • We're growing a team with talented individuals and diverse skillsets to build a technology roadmap and deliver market-leading GPU product. Our Xclipse GPU is the first mobile GPU with ray tracing technology that enables console-level graphic for Samsung Galaxy smartphones.

Benefits

Additionally, this role might be eligible to participate in long term incentive pDental insuranceVision insurance401(k)Performance bonus

Additional Information

Position Summary Samsung, a world leader in advanced semiconductor technology, is founded on a simple philosophy - the endless pursuit of excellence will create a better world for all. At Samsung Austin Research and Development Center (SARC) and Advanced Computing Lab (ACL), we are building a center of excellence for Intellectual Property (IP) that is applied to high-performance computing devices (mobile, automotive, and other custom market segments) consumed by millions of people around the world. Come build with us! Role and Responsibilities We are seeking a highly skilled GPU Performance Engineer to join our team, responsible for workload analysis, benchmarking, and performance optimization of our GPU architecture. The successful candidate will play a critical role in ensuring our GPU performs well on a wide range of common use cases, driving the success of our GPU technology. This is an exciting opportunity to work on cutting-edge graphics technology and collaborate with cross-functional teams to analyze and optimize GPU performance. You conduct in-depth workload analysis and benchmarking to identify performance bottlenecks and areas for optimization You collaborate with the workload and PPA teams to perform bottleneck analysis and performance attainment, providing valuable insights to inform GPU architecture and design decisions You develop and maintain benchmarking tools and scripts to measure GPU performance on various workloads, including 3D graphics, gaming, and ML applications You analyze and optimize GPU performance on multiple benchmarks, ensuring our GPU meets or exceeds industry standards You work closely with cross-functional teams, including software and hardware engineering, to identify and resolve performance-related issues You stay up-to-date with industry trends and emerging technologies, applying this knowledge to continuously improve GPU performance and competitiveness You develop and run benchmarks to characterize system performance and identify areas for improvement You stay up-to-date with the latest developments in graphics technology, including new APIs, tools, and methodologies


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