Ai Compiler Engineer

2 weeks ago


Singapore HPC AI TECHNOLOGY PTE. LTD. Full time

Key Responsibilities:

  • Analyze and improve performance of the compilers for different hardware platforms.
  • Develop tools and libraries that aid in the development and optimization of machine learning models.
  • Work closely with software engineers, researchers, and product managers to understand their needs and provide guidance on best practices.
  • Collaborate with hardware engineers to develop efficient and optimized machine learning hardware.
  • Keep uptodate with the latest advances in machine learning and compiler technology and evaluate their potential impact on the company's products and services.
  • Identify and resolve issues related to the design, implementation, and optimization of compilers.

Qualifications:

  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related field.
  • Strong background in compiler theory and optimization.
  • Experience with one or more programming languages such as C++, Python, or Java.
  • Familiarity with machine learning concepts and frameworks such as TensorFlow, PyTorch, or MXNet.
  • Experience with optimizing compilers for different hardware platforms, such as GPUs or FPGAs.
  • Familiarity with software development best practices, such as code reviews and unit testing.
  • Excellent problemsolving skills and ability to work independently and collaboratively in a team environment.
  • Strong communication skills and ability to present technical information to both technical and nontechnical audiences.

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