Principal AI/ML SW/HW Co-Design Lead

Advanced Micro Devices View all jobs

Markham, ON
Permanent
Full-time

2 months ago

Job Description:WHAT YOU DO AT AMD CHANGES EVERYTHINGAt 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:AMD is looking for a strategic AI/ML SW/HW Co-Design Lead who is passionate about improving the performance of key AI/ML applications and benchmarks. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology.THE PERSON:The ideal candidate should be passionate about AI/ML engineering and possess leadership skills to drive sophisticated issues to resolution from both SW and HW perspectives. Able to communicate effectively and work optimally with different architect engineers and teams across AMD.KEY RESPONSIBILITIES:

Work with AMD’s architect specialists to influence & improve future product designs
Apply a data-driven and structured approach to issue analysis and optimization efforts
Contribute to AMD software and hardware innovation, algorithms and architectural design changes
Design and develop new groundbreaking AMD technologies
Drive and lead AI/ML software shift left efforts
Debug, analyze, resolve existing issues and explore more efficient alternatives, influence design enhancements for next-gen HW & SW.
Develop technical relationships with peers and partners

PREFERRED EXPERIENCE:

Strong object-oriented programming background, proficiency Python and C/C++ preferred
Experience on GPU programming(HIP/CUDA/ROCm) & performance profiling/optimization preferred
Experience with modern concurrent programming and threading APIs on Windows/Linux operating system development
Direct experience with or deep exposure to GPU/TPU/CPU hardware, subsystems or core blocks design
Familiar with GPU/TPU/CPU SOC architectures including SIMD/SIMT/Parallel Processing models, Cache/ Memory hierarchy subsystem
Familiar with training model & framework tunning is a plus
Knowledge of cluster and multi-node systems, AI/ML performance analysis, and SW simulation and emulation is a valuable asset
Effective communication, issue analysis and problem-solving skills
Motivating leader with good interpersonal skills

ACADEMIC CREDENTIALS:

Bachelor’s or Master's or PhD degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent

#LI-JG1Benefits offered are described: .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 availableThis posting is for an existing vacancy.

Advanced Micro Devices

Apply Now