Senior AI/ML Software Engineer

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: We are recruiting a highly qualified senior engineer to join a team which works at the forefront of the rapidly developing AI field with critical impact on the AMD's AI/ML products. The team's responsibilities include providing scalable and performant solutions for the efficient mapping and implementation of the ML workloads on the existing and next-generation AMD products, which align with AMD's software and hardware roadmaps. We are looking for an outstanding engineer with a strong background in the ML usecases, hardware architectures for AI/ML, and analytical modelling of the ML use cases mapped onto target hardware architectures, to provide performance projections for the exploration and enabling of the scalable and optimized solutions on the existing and next-generation architectures. KEY RESPONSIBILITIES: Analytical modelling of the compute and data movement for the performance optimized mapping of the ML use cases onto the parallel processing architectures such as NPU and GPU Applying strong software engineering skills to implement/improve performance optimization techniques to be integrated into performance projection tool flows Using performance projection tools to provide results for target ML workloads and hardware architectures Technical interaction with internal engineering teams and AMD customers Stay informed of trends in the areas of ML models/algorithms, software stacks and hardware architectures PREFERRED EXPERIENCE: Strong python and C/C++ programming experience Strong understanding of AI/ML algorithms, tools/framework, and model representations such as onnx, pytorch Strong experience in analytical modelling of the ML operators on target architectures in terms of compute and date movement Background in using optimization libraries and solvers (e.g., PuLP, CBC, Gurobi) is a plus 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-SC3 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. To be considered for this role you will be redirected to and must complete the application process on our careers page. To start the process click the Continue to Application below.