(Sr./Staff) Software Engineer, Edge AI - Toolchain

ENGINEERING Singapore, Singapore

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Description

We are looking for Senior/Staff Software Engineers to grow our Edge AI & Systems software team to the next level. This team works within the larger ASIC team to architect and enhance Neural Network solutions in the Camera Sensor and Always-On Video Processor roadmaps including these current and older products:
  • https://www.ovt.com/products/oax7700/
  • https://www.ovt.com/products/og12b10/
  • https://www.ovt.com/products/oax4600/
  • https://www.ovt.com/products/oax8000/
This position works in a smaller team that specifies, develops and delivers the toolchain that allows our customers and partners to develop or port AI models to run optimally on our Neural Processing Units.
 
Responsibilities:
  • Specify and develop new toolchain features for existing and new NPU architectures, working with the inference engine sub-team
  • Enhance, maintain and support existing toolchain features, and modify model network layers for NPU optimality, working with the application engineering teams and sometimes customers/partners.
  • Constantly improve productivity through automation in all areas
Skills:
  • Strong Python class based product development skills based on knowledge of design patterns
  • Strong understanding of all aspects of a compiler and related development and debugging technologies, code generation, program analysis, and pipeline optimizations
  • Good communication, collaboration, task estimation & reporting, CI/CD via tools such as Confluence, Git, JIRA etc.

Familiarity with the following is a plus:

  • Deep Learning compilers like TVM
  • Deep Learning framework - PyTorch
  • Eclipse development for toolchain frontend
  • CPU/DSP/GPU/NPU architectures
Requirements:
  • Ph.D./MS/BS in Computer Science or Computer Engineering
  • At least 5 years of commercial development experience of which at least 3 are in compiler-related areas

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