Job Description
Reference #: 2021/ARD/267CL/a-d
Openings :
Job Responsibilities
- Assist in ITF R&D project as assigned
- Conduct machine learning algorithm research, FPGA/hardware design, machine learning Accelerator/AI chip design, or In-depth analysis of machine learning workloads to model performance on hardware modeling software. Develop Modelling and simulation software for cutting-edge machine learning Accelerator/AI chip
- Participating in AI machine learning system design and implementation for commercialization
Requirements
- Graduate in STEM-related discipline such as Computer Science, Electronic Engineering, Information Engineering and Mathematics or relevant discipline
- A bachelor’s degree, master’s degree or a doctoral degree’s holder is welcome to apply
- For bachelor’s degree holder, they will be considered for the position of Engineering Associate (PI)
- Professional background in at least one of the following areas: machine learning, computer vision, CPU architecture fundamentals (ARM, RISCV, MIPS …etc), hardware architecture/FPGA design, firmware development, compiler, architecture simulation tools (Gem 5, Qemu etc) and
- Familiarity with open source libraries including OpenCV, OpenCL, Caffe, Tensorflow, PyTorch, CUDA, FFMPEG is a plus
- Strong programming skills of at least one of the following languages: Python, C/C++, Verilog, System Verilog
- Team player with good analytical and strong communication skills
- Good command of written and spoken English or Chinese
