Edge ML Software Engineer (System Modeling-PICO) - San Jose
ByteDance · San Jose, California, US
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 t...
Job description
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: The base salary range for this position in the selected city is $212800 - $450000 annually. - Develop transaction-level models of edge NPU architectures with bit accuracy and approximate timing/power accuracy, which model compute units, interconnects, memory hierarchies, and data movements, to simulate execution of representative ML workloads of both CNNs and Transformers. - Analyze ML model compute intensity, memory footprint and bandwidth requirements, and operator-level latency. - Collaborate with compiler and algorithm teams to optimize ML workload for latency, memory and power targets.