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Software Engineer, ML Compilers, Silicon Engineering

Google
Bengaluru, IND
Junior · 2+ years experience
Onsite
Discovered 1 weeks ago

Full Job Posting

Responsibilities

  • Build compilers and tools that efficiently map ML models (with a particular focus on always-on computing use cases) to the hardware ISA.
  • Propose and implement fixes to the compiler to address these issues in collaboration with other compiler engineers.
  • Triage and root-cause correctness and performance issues encountered while enabling ML models on EdgeTPU.
  • Interact closely with model owners to influence their model architectures to make them run efficiently on the EdgeTPU.

Minimum qualifications:

  • Bachelor’s degree or equivalent practical experience.
  • 2 years of experience with ML compilers or compilers in general.
  • Experience with system software.

Preferred qualifications:

  • Master's degree or PhD in Computer Science or related technical fields.
  • 2 years of experience with data structures and algorithms.
  • Experience in optimizing ML model inference on device.
  • Experience in power and performance optimizations.
  • Good understanding of hardware, especially hardware that provides a high degree of parallelism.

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