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AI Software Development Engineer

3 months ago

San Jose, United States AMD Full time

WHAT YOU DO AT AMD CHANGES EVERYTHING We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. AMD together we advance_ THE ROLE: We are building a team to keep AMD at the forefront of the rapidly developing AI/ML field, staying on top of the most recent advances and developing our own innovations to contribute to the community. This team will provide critical input to AMD’s AI hardware and software roadmaps across the entire product line (GPU, AI Engine, and CPU) to make sure AMD’s offerings are aligned with future technology directions. As an early member of the team, you can help us refine the direction and strategy to fulfill this important charter. THE PERSON: The ideal candidate will have knowledge of 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. Work with team members to prototype and analyze them the most critical/relevant developments on AMD platforms Participate in developing 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 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 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 Ability to analyze and address performance bottlenecks ACADEMIC CREDENTIALS: M.S. or Ph.D. in Computer Science, Computer Engineering, Electrical Engineering, or a related field. #LI-EM1 At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here. 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. THE ROLE: We are building a team to keep AMD at the forefront of the rapidly developing AI/ML field, staying on top of the most recent advances and developing our own innovations to contribute to the community. This team will provide critical input to AMD’s AI hardware and software roadmaps across the entire product line (GPU, AI Engine, and CPU) to make sure AMD’s offerings are aligned with future technology directions. As an early member of the team, you can help us refine the direction and strategy to fulfill this important charter. THE PERSON: The ideal candidate will have knowledge of 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. Work with team members to prototype and analyze them the most critical/relevant developments on AMD platforms Participate in developing 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 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 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 Ability to analyze and address performance bottlenecks ACADEMIC CREDENTIALS: M.S. or Ph.D. in Computer Science, Computer Engineering, Electrical Engineering, or a related field. #LI-EM1 At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here. 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. Tags: No, USD $142,940.00/Yr., USD $204,200.00/Yr., US Careers (External)