High-Performance Computing Expert

3 days ago


Seattle, Washington, United States Amazon Full time

About the Role:

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We're looking for a High-Performance Computing Expert to join our team as a Machine Learning Optimization Specialist. In this role, you'll work on designing and implementing efficient compilation pipelines for complex transformer architectures, collaborating closely with scientists to influence model architectures for optimal hardware utilization.

">Responsibilities">
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  • Design and implement efficient compilation pipelines for complex transformer architectures.">
  • Collaborate closely with scientists to influence model architectures for optimal hardware utilization.">
  • Develop comprehensive benchmarking frameworks to measure and optimize model performance.">
  • Build robust monitoring solutions to ensure reliable model serving at scale.">
  • Explore and evaluate emerging optimization techniques including ONNX Runtime and other ML compilers.">
  • Maintain high engineering standards through proper testing, documentation, and code review practices.">
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Requirements:

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  • ">
  • 5+ years of non-internship professional software development experience.">
  • Strong expertise in Python, C++, and CUDA programming.">
  • Experience with TensorRT or similar ML optimization frameworks.">
  • Track record of optimizing ML models for production.">
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What You'll Get:

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In addition to a competitive salary, you'll receive a comprehensive benefits package, including medical, dental, and vision coverage, maternity and parental leave options, paid time off, and a 401(k) plan.



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