1 day ago
Responsibilities
- Analyze AI workloads on current and future GPU-based systems to identify performance bottlenecks and optimization opportunities.
- Collaborate with architecture teams on next-generation GPU feature evaluation, prototyping, and software/hardware co-design.
- Develop performance studies, benchmarks, and software prototypes to assess architectural tradeoffs and future hardware capabilities.
- Investigate performance across single-GPU, multi-GPU, and rack-scale environments, including communication, synchronization, memory, and workload distribution.
- Participate in pre-silicon architecture evaluation and post-silicon performance validation.
Requirements
- Strong software development experience in C/C++ focused on performance-sensitive systems.
- Strong understanding of computer architecture, performance analysis, and optimization techniques.
- Experience with GPU architectures and GPU software stacks, including programming models, runtimes, drivers, firmware, or performance tools.
- Experience with distributed and multi-GPU systems and technologies such as RCCL or MPI.
- Experience using profiling, debugging, and tracing tools to analyze complex software and system performance issues.
- Ability to use AI-assisted development tools, intelligent agents, and automation techniques to solve technical problems and improve engineering effectiveness.
- Familiarity with AI/ML workloads, GPU kernel development, or AI inference frameworks is preferred.
- Bachelor's, Master's, or PhD in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.
- Excellent problem-solving, communication, and technical leadership skills.
About AMD
AMD designs and sells CPUs, GPUs, and adaptive/embedded computing products for PCs, data centers, gaming, and edge devices. Its portfolio includes Ryzen and EPYC processors, Radeon and Instinct graphics, and adaptive SoCs from its Xilinx acquisition, sold to OEMs, cloud providers, and device makers. Founded in 1969 and headquartered in Santa Clara, it is a public company on NASDAQ and supplies semi-custom chips for major game consoles.