GPU Kernel Developer - AI Models

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GPU Kernel Developer – AI Models

THE ROLE:

AMD is looking for a GPU kernel development engineer who is talented in developing high-performance kernels for state-of-the-art and upcoming GPU hardware. 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:

Experienced in GPU kernel development and optimization for AI/HPC applications. Strong technical and analytical skills in GPU computing, hardware architecture, and deep understanding of HIP/CUDA/OpenCL/Triton development. Ability to work as part of a team, deliver to project scope, and communicate effectively to both technical and non-technical audiences.

KEY RESPONSIBILITIES:

• Develop high-performance GPU kernels for key AI operators on AMD GPUs.
• Optimize GPU code using structured and disciplined methodology—profiling to identify gaps, roofline analysis on hardware, identifying key optimizations, establishing uplift and line-of-sight, prototyping, and developing optimizations.
• Support mission-critical workloads in NLP/LLM, Recommendation, Vision, and Audio.
• Collaborate with system-level performance architects, GPU hardware specialists, power/clock tuning teams, performance validation teams, and marketing teams to analyze and optimize training and inference for AI.
• Work with open-source framework maintainers to understand their requirements and have your code changes integrated upstream.
• Debug, maintain, and optimize GPU kernels, understanding and driving AI operator performance (GEMM, Attention, Distributed scale-up/out communication, etc.).
• Apply your knowledge of software engineering best practices.

PREFERRED EXPERIENCE:

• Knowledge of GPU computing (HIP, CUDA, OpenCL, Triton).
• Experience in optimizing GPU kernels.
• Proficiency with profiling and debugging tools.
• Core understanding of GPU hardware.
• Excellent C/C++/Python programming and software design skills, including debugging, performance analysis, and test design.

ACADEMIC CREDENTIALS:

• Master’s or PhD or equivalent experience in Computer Science, Computer Engineering, or a related field.

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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.

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