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20 hours ago
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
- 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
- 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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