MTS Software Development Eng.

May 22, 2024
Shanghai, 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:

Software development engineer on teams building and optimizing Machine Learning system software for AMD GPU compute platforms. Work as part of an AMD development team and open source community to analyze, develop, test and deploy improvements to make AMD the best platform for machine learning applications.

 

THE PERSON:

Strong technical and analytical skills in Python/C++ development in a Linux environment. Ability to work as part of a team, while also being able to work independently, define goals and scope and lead your own development effort.

 

KEY RESPONSIBILITIES:

  • Develop deep learning frameworks like TensorFlow, PyTorch, etc. on AMD GPU
  • Bring up and optimize AI Models on AMD GPU.
  • Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for deep learning.
  • Work with open-source framework maintainers to understand their requirements – and have your code changes integrated upstream.
  • Apply your knowledge of software engineering best practices.

 

PREFERRED EXPERIENCE:

  • 5+ years working experience in software development or related area.
  • Ability to work independently, define project goals and scope, and lead your own development effort.
  • Strong Python/C++ programming and software design skills, including debugging, performance analysis, and test design.
  • Knowledge of GPU computing (CUDA, HIP, OpenCL) and basic understanding of Deep Learning is required.
  • Open Source project experience related to deep learning and/or C++ is a plus.
  • Experience on CUDA application optimization and large scale cluster deployment is a big plus.

 

ACADEMIC CREDENTIALS:

  • BS or MS or PHD in Computer Science, Computer Engineering, Electrical Engineering, or related field.

#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:

Software development engineer on teams building and optimizing Machine Learning system software for AMD GPU compute platforms. Work as part of an AMD development team and open source community to analyze, develop, test and deploy improvements to make AMD the best platform for machine learning applications.

 

THE PERSON:

Strong technical and analytical skills in Python/C++ development in a Linux environment. Ability to work as part of a team, while also being able to work independently, define goals and scope and lead your own development effort.

 

KEY RESPONSIBILITIES:

  • Develop deep learning frameworks like TensorFlow, PyTorch, etc. on AMD GPU
  • Bring up and optimize AI Models on AMD GPU.
  • Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for deep learning.
  • Work with open-source framework maintainers to understand their requirements – and have your code changes integrated upstream.
  • Apply your knowledge of software engineering best practices.

 

PREFERRED EXPERIENCE:

  • 5+ years working experience in software development or related area.
  • Ability to work independently, define project goals and scope, and lead your own development effort.
  • Strong Python/C++ programming and software design skills, including debugging, performance analysis, and test design.
  • Knowledge of GPU computing (CUDA, HIP, OpenCL) and basic understanding of Deep Learning is required.
  • Open Source project experience related to deep learning and/or C++ is a plus.
  • Experience on CUDA application optimization and large scale cluster deployment is a big plus.

 

ACADEMIC CREDENTIALS:

  • BS or MS or PHD in Computer Science, Computer Engineering, Electrical Engineering, or related field.

#LI-FL1

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