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Senior Application Optimization Engineer for AI and Machine Learning

1 month ago

Santa Clara, California, United States AMD Full time
Transforming Lives with AMD Technology

We are a team of innovators at AMD, driven by a passion to transform lives with our technology. Our mission is to build exceptional products that accelerate next-generation computing experiences, serving as the cornerstone for enterprise Data Centers, Artificial Intelligence, HPC, and Embedded systems.

The Role

We are seeking a highly motivated and experienced Senior Application Optimization Engineer to join our team of developers preparing applications for AI platforms across the world. This position is for a senior level application optimization engineer in AI, with a focus on optimizing Machine Learning applications.

Key Responsibilities
  • Port and optimize a variety of machine learning based models and applications for AMD CPU and GPU systems
  • Provide domain specific knowledge to other groups at AMD
  • Engage with AMD product groups to drive resolution of application and customer issues
  • Develop and present training materials to internal audiences, at customer venues, and at industry conferences
Preferred Experience
  • Broad experience building, running and tuning machine learning models
  • In-depth knowledge of current machine learning frameworks and commonly used models for training and inference
  • Strong performance analysis skills for both CPU and GPU
  • Extensive experience with C++ and Python
  • Familiarity with distributed model training via NCCL/RCCL, MPI, or similar network technologies
Academic Credentials

Solid years of relevant industry experience, Masters or PhD in Computer Science, Computational Physics, Engineering or related subjects, or equivalent experience