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

Job 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