Compiler Developer

6 days ago

Hyderabad City Taluka, Pakistan beBee Careers Full time

Machine Learning Compiler Development

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  • We are seeking skilled compiler developers to work on a wide range of machine learning (ML) compilers.
  • The successful candidates will have expertise in compiler development and computer architecture, as well as experience with ML.
  • This role requires strong intellectual ability, motivation, and a history of achievement.
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Responsibilities

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  2. Work on the development of ML compilers, focusing on optimization capabilities through benchmark analysis and profiling.
  3. Innovate new ML compiler and optimization algorithms.
  4. Contribute to open-source compiler projects by upstreaming compiler algorithms.
  5. Author research publications and represent the company at conferences and industry forums.
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Required Skills and Qualifications

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  • Experience with compiler development and computer architecture.
  • Knowledge of ML.
  • A degree in computer science or applied mathematics.
  • Strong software engineering skills.
  • Solid intellectual ability, motivation, and a strong history of achievement.
  • Excellent oral and written communication skills.
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Desired Skills

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  • Experience with MLIR, MLIR Dialects (LinAlg, Affine), PyTorch 2.0, TVM, Triton, and/or LLVM.
  • SYCL experience.
  • ML applications and ML optimization experience.
  • ML architecture experience.
  • High-performance computing experience.
  • Polyhedral compiler optimization experience.
  • Loop transformation and vectorization experience.
  • GPU programming and parallel programming experience.
  • General optimization experience.
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Minimum Qualifications

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  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.
  • OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
  • OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.
  • 2+ years of work experience with Programming Languages such as C, C++, Java, Python, etc.

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