Senior ML Compiler Engineer

3 - 8 years

6 - 10 Lacs

Posted:3 days ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

SMTS SOFTWARE DEVELOPMENT ENGINEER

THE ROLE:

AMD is looking for an influential software engineer who is passionate about improving the performance of key applications and benchmarks

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You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology.

THE PERSON:

The ideal candidate should be passionate about software engineering and possess l eadership skills to drive sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD.

KEY RESPONSIBILITIES:

  • Design and Develop ML Compilers
    • Lead the development of machine learning compilers specifically designed for AMD Neural Processing Units (NPUs).
    • Collaborate with cross-functional teams to seamlessly integrate machine learning solutions into existing workflows and systems.
  • Performance optimization
  • Optimize the ML compiler to improve the performance of machine learning models on the Neural Processing Unit (NPU).
  • Propose ideas to further enhance efficiency and model execution speed
  • Break down complex features into manageable tasks to facilitate development and tracking and develop test plans for new features to ensure quality and coverage.
  • Guide and support team members in achieving their project goals while facilitating their professional growth
  • Project execution and delivery
  • Ensure high-quality and timely project delivery

PREFERRED EXPERIENCE:

  • Proven ability to effectively solve complex problems.
  • Knowledgeable in machine learning operators and data movement (tiling) strategies
  • Familiar with software development tools and processes, including debuggers, source code control systems like GitHub, and profilers.
  • Proficiency in object-oriented programming, with a strong preference for C/C++ languages.
  • Ability to write high quality code with keen attention to detail
  • Experienced in Linux and Windows development environments
  • Excellent communication skills, with a proven ability to motivate and lead teams effectively

ACADEMIC CREDENTIALS:

  • Bachelor s or M asters degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent
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