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

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/

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

• 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

• 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