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Senior ML Kernel Optimization Engineer

Amazon.com

Toronto · On-site Full-time Senior 1mo ago

About the role

About

Lead innovations in machine learning as a Senior ML Kernel Optimization Engineer. Focus on high-performance solutions for advanced ML workloads, leveraging cutting-edge technologies in a supportive environment.

As a crucial part of the kernel engineering team, you will design and implement robust kernels while optimizing existing ones. Engage with customers, spearhead performance analysis, and mentor fellow engineers in a vibrant culture of learning and inclusion. Your work will set new standards in AI acceleration.

Responsibilities

  • Architect high-performance kernels for ML operations
  • Optimize performance across various Neuron hardware
  • Analyze performance bottlenecks with profiling tools
  • Oversee compiler optimizations for better efficiency
  • Collaborate with customers for model performance

Requirements

  • 5+ years of software development experience
  • Proficiency in at least one programming language
  • Leadership in design or architecture processes
  • Mentor or tech lead experience essential
  • Bachelor's degree in related field preferred

Utilize your skills to redefine performance in machine learning and contribute to groundbreaking AI solutions.

Skills

AI

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