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About the position
The Sr GPU Machine Learning Solutions Engineer at AMD is responsible for enabling and optimizing software for next-generation GPU computational accelerators. This role involves working with a world-class team to develop custom AI software solutions for industry-leading AI customers, focusing on performance analysis and optimization in both on-prem and cloud environments. The engineer will leverage their expertise in programming and software development methodologies to push the boundaries of efficiency and performance in AI applications.
Responsibilities
- Enable models, libraries, and applications for Instinct GPUs in on-prem and Cloud environments.
- Analyze and optimize the performance of software for GPU computational accelerators.
- Collaborate with a team of Software Engineers to develop custom AI Software Solutions.
- Engage with clients to understand their needs and provide tailored solutions.
- Contribute to open-source software development and collaborate with community maintainers.
- Utilize software engineering methodologies such as Agile, Scrum, and Kanban.
Requirements
- Strong programming skills in C/C++.
- Experience with GPU kernel programming using CUDA, HIP, or OpenCL.
- Performance analysis skills for both CPU and GPU.
- Experience with Singularity, Docker, and/or Kubernetes.
- Experience with open-source software development.
- Excellent analytical and problem-solving skills.
- Ability to work independently and as part of a team.
- BS, MS, or PhD in Computer Science, Computer Engineering, or a related field with several years of related experience.
Nice-to-haves
- Experience in Python.
- Experience developing software in an end customer product delivery environment.
- Experience in implementing and optimizing parallel methods on GPU accelerators (NCCL/RCCL, OpenMP, MPI).
- Experience in all phases of software development from requirement gathering to final release.
- Experience providing clear and timely communication related to project status to leadership.
Benefits
- Base pay competitive with market rates.
- Annual bonus or sales incentive eligibility.
- Opportunity to own shares of AMD stock.
- Discount on AMD stock through Employee Stock Purchase Plan.
