Edge AI Software Architect

3 weeks ago


Singapore OMNIVISION Full time

We are seeking a seasoned Edge AI Software Engineer to join our team at OMNIVISION. This role plays a crucial part in shaping the future of our Neural Processing Units and driving innovation in the field of Artificial Intelligence.

About OMNIVISION

OMNIVISION is a leader in vision-based technology solutions, dedicated to creating innovative products that transform industries. Our cutting-edge ASICs power a wide range of applications, from smartphones and laptops to automotive systems and surveillance cameras.

This position offers a highly competitive salary of $180,000 per annum, plus a comprehensive benefits package, including health insurance, retirement plans, and generous paid time off.

Job Description

As an Edge AI Software Engineer at OMNIVISION, you will be responsible for designing, developing, and maintaining the toolchain that enables customers and partners to create optimized AI models for our Neural Processing Units.

Your key responsibilities will include:

  • Specifying and developing new toolchain features for existing and new NPU architectures, collaborating with the inference engine sub-team
  • Enhancing, maintaining, and supporting existing toolchain features, as well as modifying model network layers for NPU optimality, working with application engineering teams and sometimes customers/partners
  • Continuously improving productivity through automation in all areas

Key skills and qualifications for this role include:

  • Strong Python class-based product development skills based on knowledge of design patterns
  • Deep understanding of all aspects of a compiler and related development and debugging technologies, code generation, program analysis, and pipeline optimizations
  • Excellent communication, collaboration, task estimation, and reporting skills, with experience using tools such as Confluence, Git, and JIRA

Familiarity with deep learning compilers like TVM, deep learning frameworks like PyTorch, Eclipse development for toolchain frontends, CPU/DSP/GPU/NPU architectures, and other relevant technologies is highly desirable.

To succeed in this role, you should have a Bachelor's or Master's degree in Computer Science or Computer Engineering, with at least 5 years of commercial development experience, including at least 3 years in compiler-related areas.



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