ML and HPC Network Programming Researcher

Jun 29, 2024
Bellevue, United States
... 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 Research and Advanced Development is seeking a researcher to invent and implement novel programming models and runtime environments for high performance computing systems comprised of heterogeneous processors and accelerators.


THE PERSON:

You love inventing and implementing new features, APIs and abstractions to increase efficiency and optimize performance. You love bringing new systems to life and developing software that shows the full power of novel hardware architectures. You want to help define the software stack of AMD’s future hardware accelerators. Are you ready for the challenge? Then join us!

KEY RESPONSIBILITIES:

  • Invent, design and implement novel programming models and runtime environments for high performance computing systems comprised of heterogeneous processors and accelerators.     
  • Implement innovative software solutions and demonstrate their effectiveness on prototype hardware.
  • Work on software enhancements that aim to potentially improve programmer productivity.
  • Drive the results of the research projects into product roadmaps.
  • Collaborate with teams within AMD Research and Advanced Development, product groups, and vendor partners to help improve the AMD HPC ecosystem.
  • Submit patentable inventions.
  • Clearly communicate research findings to academic, product and commercial audiences.

 PREFERRED EXPERIENCE:

  • Must have experience in developing and debugging GPU and/or multi-threaded CPU applications.  Distributed system experience is desired as well.
  • Prior exposure to ML/HPC/datacenter software, middleware and device driver development, and familiarity with ML frameworks, OpenSHMEM, or MPI programming models are preferred.
  • The position involves investigating networking architectures with an emphasis on optimizing cluster-scale applications that are bounded by memory and/or inter-node communication performance.
  • Demonstrated experience in ideation, evaluation, and optimization of a research project.
  • Excellent written and oral communication skills, ability to organize and present complex technical information.
  • Strong analytical skills.
  • Strong skills in C/C++, Python and/or GPU programming
  • Use of networking simulation platforms (NS-3, OMNeT++, etc.).
  • Experience with High Performance Computing networking.
  • Experience with the AMD ROCm software stack.
  • Version control systems such as Git. 

ACADEMIC CREDENTIALS:

PhD degree in Computer Engineering / Electrical Engineering preferred.

 

LOCATION: Bellevue, Wa preferred; Austin, Tx is a possibility

 

#LI-MR1




At AMD, your base pay is one part of your total rewards package.  Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here.

 

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.

At AMD, your base pay is one part of your total rewards package.  Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here.

 

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 Research and Advanced Development is seeking a researcher to invent and implement novel programming models and runtime environments for high performance computing systems comprised of heterogeneous processors and accelerators.


THE PERSON:

You love inventing and implementing new features, APIs and abstractions to increase efficiency and optimize performance. You love bringing new systems to life and developing software that shows the full power of novel hardware architectures. You want to help define the software stack of AMD’s future hardware accelerators. Are you ready for the challenge? Then join us!

KEY RESPONSIBILITIES:

  • Invent, design and implement novel programming models and runtime environments for high performance computing systems comprised of heterogeneous processors and accelerators.     
  • Implement innovative software solutions and demonstrate their effectiveness on prototype hardware.
  • Work on software enhancements that aim to potentially improve programmer productivity.
  • Drive the results of the research projects into product roadmaps.
  • Collaborate with teams within AMD Research and Advanced Development, product groups, and vendor partners to help improve the AMD HPC ecosystem.
  • Submit patentable inventions.
  • Clearly communicate research findings to academic, product and commercial audiences.

 PREFERRED EXPERIENCE:

  • Must have experience in developing and debugging GPU and/or multi-threaded CPU applications.  Distributed system experience is desired as well.
  • Prior exposure to ML/HPC/datacenter software, middleware and device driver development, and familiarity with ML frameworks, OpenSHMEM, or MPI programming models are preferred.
  • The position involves investigating networking architectures with an emphasis on optimizing cluster-scale applications that are bounded by memory and/or inter-node communication performance.
  • Demonstrated experience in ideation, evaluation, and optimization of a research project.
  • Excellent written and oral communication skills, ability to organize and present complex technical information.
  • Strong analytical skills.
  • Strong skills in C/C++, Python and/or GPU programming
  • Use of networking simulation platforms (NS-3, OMNeT++, etc.).
  • Experience with High Performance Computing networking.
  • Experience with the AMD ROCm software stack.
  • Version control systems such as Git. 

ACADEMIC CREDENTIALS:

PhD degree in Computer Engineering / Electrical Engineering preferred.

 

LOCATION: Bellevue, Wa preferred; Austin, Tx is a possibility

 

#LI-MR1

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