Edge ML Software Engineer (Model Optimization-PICO) - San Jose

As a world-renowned VR/AR brand with independent innovation and R&D capabilities, PICO has been at the forefront of the consumer electronic market. We have teams in Europe, Japan and South Korea. Now we are looking for experts in image pipeline to join us to build our AR/VR imaging team. Responsibilities: - Convert and compile ML models for execution on edge NPUs, and apply quantization mechanisms. - Profile and analyze model performance and power consumption on simulators, emulators, and silicon platforms. - Identify bottlenecks related to compute, memory bandwidth, data movement, and scheduling - Apply hardware-aware optimization strategies, such as quantization, compression and operator fusion, to meet latency, memory and power targets. - Work closely with algorithm, compiler, firmware and hardware teams to debug functional and performance issues.