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Sr. Staff Engineer, GPU Performance Modeling
3 months ago
Position SummarySamsung, 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 usRole and ResponsibilitiesAs a Sr. GPU Performance Modeling Engineer, you will work as part of the GPU Architecture team where you will develop performance models and triage to fix performance-related issues for a highly efficient mobile GPU. You have a curious mindset that thrives on navigating the unknown through innovation and continuous learning. You will contribute towards current and future plans strategy. We believe in connecting your area of expertise with the right level and functional discipline that can empower you to grow. You will have the unique opportunity to explore and contribute to the graphics pipeline, while broadening your knowledge in different aspects of GPU development.You work closely with the architecture, SW, and design teams to understand the architecture and micro-architecture of the GPU and its units and to triage and fix performance-related issuesYou develop tools and methodology to correlate and validate performance models for performance tracking and projectionYou identify architecture, micro-architecture, and implementation optimizations to improve the performance of the GPU and its unitsSkills and QualificationsMinimum requirements15+ years of experience with a Bachelor’s degree in Computer Science/Computer Engineering/relevant technical field, or 13+ years of experience with a Master’s degree, or 11+ years of experience with a PhD10+ years of experience developing performance models for a mobile GPUDeep understanding of GPU or computer architecture and micro-architecture conceptsGood programming and/or scripting skills to include PythonGood understanding of power/performance trade-offsGood understanding of VLSI concepts, HW designKnowledge of GPU and Graphics PipelinesPreferred QualificationsKnowledge of GPU graphics and compute workloads including computer vision, image processing, and AIKnowledge of game applications and game rendering enginesOur TeamWe’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.Being part of a unique growing team at a well-established global company means you have limitless room to explore, innovate, and grow by wearing different hats. Our GPU Architect team delivers whole system architecture-level design for Samsung’s current and next-generation mobile GPU. Depending on the functional discipline, they’re responsible for anywhere from early-stage architectural exploration, research work focusing on graphic and machine learning, defining new features, modeling, to diving into microarchitecture design and programming work.Total RewardsAt Samsung – SARC/ACL, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $174,557 and $305,414. Your actualbase pay will depend on variables that may includeyour educationskills, qualifications, experience, and worklocation.Samsung employees have access to benefits including: medical, dental, vision, life insurance, 401(k), free onsite lunch, employee purchase program, tuition assistance (after 6 months), paid time off, student loan program, wellness incentives, and many more. In addition, regular full-time employees (salaried or hourly) are eligible for MBO bonus compensation, based on company, division, and individual performance.Additionally, this role might be eligible to participate in long term incentive plan and relocation.U.S. Export ControlThis position requires the ability to access information subject to U.S. export control restrictions. Applicants must have the ability to access export-controlled information or be eligible to receive a government authorization to access export-controlled information.Trade Secrets By submitting an application, you [applicant] agree[s] not to disclose to Samsung, or induce Samsung to use, any confidential or proprietary information (including trade secrets) belonging to any current or previous employer or other person or entity.#SARC #ACL #Hybrid* Please visit Samsung membership to see Privacy Policy, which defaults according to your location. You can change Country/Language at the bottom of the page. If you are European Economic Resident, please click here.* Samsung Electronics America, Inc. and its subsidiaries are committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.SummaryLocation: 3900 N Capital of Texas Hwy, Austin, TX, USA; 3655 N 1st St, San Jose, CA, USAType: Full time