ByteDance

Responsibilities

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