WHAT YOU DO AT AMD CHANGES EVERYTHING At AMD, our mission is to build great products that accelerate next-generation computing experiences-from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you'll discover the real differentiator is our culture. We push the limits of innovation to solve the world's most important challenges-striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.
Together, we advance your career. THE ROLE: The Model Performance & Optimization team within AMD's AI Group is seeking an accomplished engineer to lead efforts in advancing AI inference and training performance on AMD GPU platforms. Our team works with cutting-edge customer models, industry-standard benchmarks, and emerging AI paradigms to analyze and optimize their performance across AMD's latest hardware offerings. We also use insights gained from these activities to inform future hardware and software roadmap development. As part of this process, the team develops tools to improve visibility and automate analysis of model behavior.
THE PERSON: The ideal candidate will have knowledge of, experience with, and passion for both AI/ML models/applications and hardware/software systems. You'll enjoy learning and be skilled at communicating what you've learned with others.
KEY RESPONSIBILITIES: - Follow the latest developments in AI/ML models and techniques through publications, blog posts, conferences, etc.
- Develop innovative new techniques that leverage the strength of AMD platforms for improved performance and higher quality and share them with the AI community through publications and open-source contributions
- Drive revenue growth by partnering with customers to optimize their AI workloads on AMD platforms
- Develop, maintain, and enhance both internal and open-source tools for profiling, analyzing, and projecting performance
- Identify strategic opportunities for AMD in emerging AI technologies
- Communicate findings with AMD internal teams and, as appropriate, the external AI community
PREFERRED EXPERIENCE: - Experience developing and debugging in Python and ML frameworks such as Pytorch and JAX
- Experience with current state-of-the-art AI models, especially in NLP and Generative AI
- Experience optimizing the performance of AI models on accelerator hardware, including:
- Understanding of AI model optimization techniques such as operator fusion, quantization, and sparsity
- Solid understanding of hardware & software systems, including distributed systems
- Ability to analyze and address performance bottlenecks
- Low-level GPU programming and performance optimization experience a plus
ACADEMIC CREDENTIALS: - M.S. or PhD in Computer Science, Computer Engineering, Electrical Engineering, or a related field. B.S. with additional experience will also be considered.
LOCATION: - Bellevue, WA, USA preferred; other locations such as San Jose, CA, Austin, TX, or Markham, Toronto can be considered. May consider remote US candidates as well.
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Benefits offered are described: AMD benefits at a glance.
AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process.
AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD's "Responsible AI Policy" is available here.
This posting is for an existing vacancy.
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