Open source AI/ML (SI35FT RM 3718)

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.