Research Engineer, ML Compiler

2 days ago

Sunnyvale, California, United States META Full time
Job Title: Research Engineer, ML Compiler

Meta is seeking a highly skilled Research Engineer to join our team and contribute to the development of a compiler tool-chain for state-of-the-art deep learning hardware components optimized for AR/VR systems.

Responsibilities:
  • Analyze and design effective compiler passes and optimizations.
  • Research, implement, and/or enhance code generation targeting machine learning accelerators.
  • Contribute to the development of machine-learning libraries, intermediate representations, export formats, and analysis tools.
  • Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issues.
  • Analyze and improve the efficiency, scalability, and stability of our toolchains.
Requirements:
  • Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
  • Currently has or is in the process of obtaining a PhD in the field of Machine Learning, AI, Computer Science, Electrical Engineering or a related field, or equivalent practical experience.
  • Experience in software design and programming experience in Python and/or C/C++ for development, debugging, testing and performance analysis.
  • Experience in empirical research and for addressing research problems.
  • Experience communicating research for public audiences of peers.
Preferred Qualifications:
  • Experience writing compilers or similar code optimization software.
  • Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, etc.
  • Experience working on and contributing to an active compiler toolchain codebase, such as LLVM, MLIR, GCC, MSVC, Glow.
  • Experience of developing in a mainstream machine-learning framework, e.g. PyTorch, Tensorflow or Caffe.
  • Experience with machine-code generation / compiler back-ends.

Meta is an equal opportunity employer and welcomes applications from diverse candidates. We are committed to providing reasonable support in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support.

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable.

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