Edge AI Software Engineer

2 weeks ago

Singapore beBeeSoftware Full time $90,000 - $120,000

We are seeking a seasoned software engineer to join our Edge AI & Systems software team. This individual will be responsible for architecting and enhancing neural network solutions in the video processor roadmap, including products such as OAX8000, OAX4600, and OA7100.

This role works within a smaller team that specifies, develops, and delivers toolchains that enable 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 application engineering teams and sometimes customers/partners.
  • Constantly improve productivity through automation in all areas.
Requirements:
  • Ph.D., M.S., or B.S. in Computer Science or Computer Engineering.
  • At least 5 years of commercial development experience, of which at least 3 are in compiler-related areas.
Preferred 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, and reporting skills, with proficiency in tools such as Confluence, Git, and JIRA.
  • Familiarity with deep learning compilers like TVM and PyTorch is a plus.

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