Optimize AI Systems

20 hours ago


Hyderabad City Taluka, Pakistan beBeeMachineLearning Full time $250,000 - $300,000
Job Title:

Machine Learning Optimization Engineer

About the Role:

We are seeking a skilled Machine Learning Optimization Engineer to join our team. This role will involve developing and improving machine learning compiler optimization capabilities through benchmark analysis and profiling.

Key Responsibilities:
  • Design and implement advanced optimization algorithms for machine learning compilers
  • Analyze and optimize machine learning models for performance and accuracy
  • Collaborate with cross-functional teams to integrate machine learning compilers into open-source projects
  • Author research publications and represent the company at conferences and industry forums
Requirements:
  • Experience with compiler development, computer architecture, and software engineering
  • Strong knowledge of machine learning concepts and techniques
  • Bachelor's degree in Computer Science or related field and 4+ years of experience, or Master's degree and 3+ years, or PhD and 2+ years
Desired Qualifications:
  • Experience with MLIR, PyTorch, TVM, and/or LLVM
  • Knowledge of high-performance computing, parallel programming, and GPU programming
  • Familiarity with polyhedral compiler optimization, loop transformation, and vectorization


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