Senior Member Of Technical Staff, Ai Workload Performance Architect

Senior Member Of Technical Staff, Ai Workload Performance Architect
Company:

Micron



Job Function:

Finance

Details of the offer

Our vision is to transform how the world uses information to enrich life forall.Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.Interested in changing the landscape of artificial intelligence workloads? Come join the team architecting and prototyping very high-performance memory systems for AI! In the Systems Pathfinding organization at Micron, we drive concepts across the stack, from applications to architectures and from concept to product. Interested in making a difference in the future of computing? This is your next opportunity!As a Senior Member of Technical Staff focused on AI workload performance, you will understand the current and future landscape of AI models, measure and analyze the performance of models on state-of-the-art accelerators, and collaborate with peers to influence the architecture of future AI-optimized memory systems. You will be part of a growing team of domain experts across platforms, systems architecture, component architecture, design, and advanced packaging. You will apply your deep knowledge of compute architecture and memory systems to drive optimizations enabled through advanced packaging. We encourage collaboration with technical partners across multiple domains in our effort to build the best memory systems in the world.What you'll be doing:Understand AI model use cases to better research future architectures.Evaluate and explain the performance of AI workloads on innovative accelerators.Analyze the performance and power of future inference and training architectures, from scale-out SRAM-based architectures to capacity optimized GPU architectures.Understand and deploy inference and training scale-out frameworks so as to understand their implications on systems performance and memory systems architecture.Develop architecture models and explore end-to-end systems value propositions.Our Expectations:Strong performance analysis experience.Ability to understand and optimize system and workload performance.Programming experience in a high-level language, like C/C++, Java, Python, etc..Strong background in computer and systems architecture.Experience with PyTorch.What sets you apart:Pathfinding experience with domain-specific architectures (NPUs, GPUs, or other accelerator).Knowledge of high-performance memory systems,Ability to influence decisions through data-driven systems analysis.Detailed knowledge of PyTorch internals is a plus.Experience with architecture performance counters and architecture simulation.Breadth of experience with AI model architectures.A track record of sustained innovation from pathfinding to product.How to QualifyA Masters, PhD, or equivalent experience in Computer Science, Computer Engineering, Electrical Engineering, or related field.5+ years of proven experience.The US base salary range that Micron Technology estimates it could pay for this full-time position is:$175,000.00 - $384,000.00Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries of the position across all US locations. Within the range, individual pay is determined by work location and additional job-related factors, including knowledge, skills, experience, tenure and relevant education or training. The pay scale is subject to change depending on business needs. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.Additional compensation may include benefits, discretionary bonuses and equity.As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays.For additional information regarding the Benefit programs available, please see the Benefits Guide posted onmicron.com/careers/benefits.Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin,citizenship status,disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.To learn about yourright to work click here.To learn more about Micron, please visitmicron.com/careersUS Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron's People Organization ****** 1-800-336-8918 (select option #3)Micron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.


Job Function:

Requirements

Senior Member Of Technical Staff, Ai Workload Performance Architect
Company:

Micron



Job Function:

Finance

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