MTS Compression Algorithms Engineer

Mar 20, 2024
Beijing, China
... Not specified
... Intermediate
Full time
... Office work


WHAT YOU DO AT AMD CHANGES EVERYTHING

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. 

AMD together we advance_




THE ROLE: 

AMD is looking for a specialized 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 degree or Doctor's degreee in Computer Science, Computer Engineering, Electrical Engineering, or equivalent 

 

#LI-FL1




Benefits offered are described:  AMD benefits at a glance.

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

Benefits offered are described:  AMD benefits at a glance.

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

THE ROLE: 

AMD is looking for a specialized 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 degree or Doctor's degreee in Computer Science, Computer Engineering, Electrical Engineering, or equivalent 

 

#LI-FL1

COMPANY JOBS
1693 available jobs
WEBSITE