AMD—Senior AI/ML Compiler Developer

Job description

Description: ADVANCE YOUR CAREER. ADVANCE THE WORLD. At AMD, we believe technology has the power to solve the world’s most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMD is shaping the future. Whether you’re designing next-gen processors, enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD contributes to something bigger — technology that moves the world forward. Join us and, together, we’ll advance your career. SOFTWARE DEVELOPMENT ENGINEER 2 THE ROLE: AMD is looking for an influential software engineer role to enable AI acceleration at scale. You will be a member of the core team, working on developing ML tools and methodologies to optimize and realize full system performance for AI workloads on Ryzen AI SoC. Working on the latest AI models addressing vision, language, and generative models, working with the leading engineers in AMD’s CPU, GPU, and Adaptable Compute team KEY RESPONSIBILITIES: - Contribute to the development and maintenance of AMD's AI compilers, and runtime. - Consistently research and implement methods to improve performance of our solutions. - Stay informed of software and hardware trends and innovations, especially pertaining to ML algorithms and architectures. - Optimizing current system and research alternative, more efficient ways for same goals. - Develop technical relationships with peers and partners. - Work with AMD’s architecture specialists to improve future products. PREFERRED EXPERIENCE: - Strong object-oriented programming background, C/C++ preferred with 2+ years of industry experience - Good understanding of object-oriented design principles - Good understanding of Software Engineering principles, Data structure, algorithms, Operating Systems concepts and multithread programming - Ability to write high quality code with a keen attention to detail. - Knowledge of AI frameworks like PyTorch, TensorFlow, ONNXRuntime, TVM, MLIR - Familiar with key ML operations like GEMM, CONV. - Understanding the performance implications on AI acceleration of different compute, memory, and communication configurations and hardware and software implementation choices. - Experience with software development processes and tools such as debuggers, source code control systems (GitHub) and profilers. - Effective communication and problem-solving skills ACADEMIC CREDENTIALS: - Bachelor’s or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent #LI-NR1 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. Responsibilities: SOFTWARE DEVELOPMENT ENGINEER 2 THE ROLE: AMD is looking for an influential software engineer role to enable AI acceleration at scale. You will be a member of the core team, working on developing ML tools and methodologies to optimize and realize full system performance for AI workloads on Ryzen AI SoC. Working on the latest AI models addressing vision, language, and generative models, working with the leading engineers in AMD’s CPU, GPU, and Adaptable Compute team KEY RESPONSIBILITIES: - Contribute to the development and maintenance of AMD's AI compilers, and runtime. - Consistently research and implement methods to improve performance of our solutions. - Stay informed of software and hardware trends and innovations, especially pertaining to ML algorithms and architectures. - Optimizing current system and research alternative, more efficient ways for same goals. - Develop technical relationships with peers and partners. - Work with AMD’s architecture specialists to improve future products. PREFERRED EXPERIENCE: - Strong object-oriented programming background, C/C++ preferred with 2+ years of industry experience - Good understanding of object-oriented design principles - Good understanding of Software Engineering principles, Data structure, algorithms, Operating Systems concepts and multithread programming - Ability to write high quality code with a keen attention to detail. - Knowledge of AI frameworks like PyTorch, TensorFlow, ONNXRuntime, TVM, MLIR - Familiar with key ML operations like GEMM, CONV. - Understanding the performance implications on AI acceleration of different compute, memory, and communication configurations and hardware and software implementation choices. - Experience with software development processes and tools such as debuggers, source code control systems (GitHub) and profilers. - Effective communication and problem-solving skills ACADEMIC CREDENTIALS: - Bachelor’s or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent #LI-NR1