AI/ML SOFTWARE ENGINEER

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_ AI/ML SOFTWARE ENGINEER THE ROLE: We are recruiting outstanding engineers with a passion for Machine Learning & AI to lead the definition and specification of AMD next-generation architectures. PhD/MSc-qualified engineers, with a strong background in architectures for AI/ML, mathematical modelling and performance projections, will be at the forefront of identifying, specifying and developing new architectures for machine learning and how they will impact AMD next-generation products. You will join a team whose architecture and systems activities cover a wide range of disciplines including machine learning for data center (HPC) and embedded computing applications; emerging memory technologies; on-chip interconnects; specification, modelling and analysis of modern heterogeneous multicore architectures. KEY RESPONSIBILITIES: Creating and using analytical performance projection tools targeting AI/ML applications running on modern heterogeneous multicore architectures Applying strong software engineering skills to implement/improve performance optimization techniques to be integrated into performance projection tool flows Provide results/reports that drive the definition and specification of the next-generation architectures Technical interaction with internal engineering teams and AMD customers PREFERRED EXPERIENCE: PhD/MS/BS Degree in Computer Science, Electrical Engineering or related field Strong understanding of the state of the art/emerging ML algorithms and their mapping onto modern heterogeneous multicore architectures Experienced in using popular ML frameworks, such as Pytorch, Tensorflow, ONNX Strong understanding of the quantization techniques, such as PTQ, QAT Strong C/C++ programming experience and scripting skills (python/shell) Effective communication and problem-solving skills ACADEMIC CREDENTIALS: Bachelor’s or Master's or PhD degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent #LI-PL1 #Remote 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.