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Open source AI/ML
3 weeks ago
Position: Open source AI/ML (SI35FT RM 3718)
EXPERIENCE – Must Have
- Strong C++ and Python programming skills.
- Performance analysis skills for both CPU and GPU
- Good knowledge of AI/ML Frameworks and Architecture
- Basic GPU kernel programming knowledge
- Experience with software engineering methodologies such as Agile, Scrum, Kanban.
- Experience in all the phases of software development, from requirement gathering, analysis, design, development, testing to final release.
- Experience developing software in an end customer product delivery environment.
- Experience with open-source software development including collaboration with community maintainers and submitting contributions.
- Excellent analytical and problem-solving skills.
- Strong communication skills to effectively convey complex technical concepts to both technical and non-technical stakeholders.
- Ability to work independently and as part of a team.
- Willingness to learn skills, tools, and methods to advance the quality, consistency, and timeliness of AMD software products.
EXPERIENCE – Good To Have
- Experience with GPU kernel programming using CUDA, HIP or OpenCL.
- Experience in implementing and optimizing parallel methods on GPU accelerators (NCCL/RCCL, OpenMP, MPI)
- Experience in PyTorch, TensorFlow, JAX.
- Experience with Singularity, Docker, and/or Kubernetes.