NPU FW Engineer/Architect

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. About Team 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: - Map ML algorithms to NPU hardware implementation, model data-flow, and create cost-benefit analysis. - Profile models to analyze performance and power efficiency of edge ML workloads. - Implement ML operators using low-level instructions & compiler instrincs and propose framework optimization. - Work with SOC prototype team to explore new NPU architecture and bring up customized IP. - Explore new ML acceleration technologies and architectures like computing in memory and their application to future products. Qualifications Minimum Qualification: - MS or above degree in EE, CS or relevant fields. - Proficient in C/C ++ and Python. - 3+ years of experience in ML framework development or ML acceleration deployment on edge devices. Preferred Qualification: - Experience of deep learning algorithms and techniques - Experience of designing NPU compiler toolchain

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.