高级大模型算法工程师

THE ROLE:
AMD is looking for an influential software engineer who is passionate about improving the performance of key applications and benchmarks. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology. 
THE PERSON:
The ideal candidate should be passionate about software engineering and possess leadership skills to drive sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD.
KEY RESPONSIBILITIES:
Research and develop CNN/LLM compression algorithms, focusing on quantization and pruning
Develop neural network compression tool chain, connecting software and hardware
Stay up to date with the latest neural network compression algorithm trends and deep learning framework (Pytorch,ONNXRuntime) trends
PREFERRED EXPERIENCE:
Good knowledge of machine learning/deep learning, including CNN/LLM
Experience in at least one deep learning framework, such as Pytorch, ONNXRuntime
At least 3 years’ experience in C++ or Python programming under Linux
Fluent English communication with native speaker
With research, creativity, and ability to learn the cutting-edge algorithms and theories through paper reading
Experience in academic papers is preferred, such as CVPR, ICCV, ECCV, NIPS, ICLR,TPAMI
Experience in CNN/LLM model compression algorithms is preferred
ACADEMIC CREDENTIALS:
Master's or Doctor's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent