GPU Architectural Modeling Engineer

May 01, 2024
Santa Clara, Cuba
... 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_




As a GPU Architectural Modeling Engineer, you will work in a hardware/software codesign environment to craft industry leading simulation platforms and tools, have a strong voice in next-generation of AMD’s products, and get to learn and contribute to the entire graphics pipeline and software/hardware stack.

 

THE ROLE:  

The Architectural Modeling (AM) tool is the single simulator for all graphics products at AMD. The tool is utilized to predict the performance of the next-gen product across different GPU families at AMD. The role of the Engineer/Scientist can be of four different categories.

 

  • Problem identification: Data from the AM tool is used by AMD architects used to identify points that can be enhanced in our next-gen products. AM team develops a variety of tools and datapoints makes finding performance problems easier.
  • Feature Development: The AM team works with architects on ideas, called features, to improve the graphics architecture. The AM team has the core responsibility of proving or disproving new features inclusion in next-gen products.
  • Model Development: As an AM engineer you will develop the knowledge of the entire graphics and compute pipeline for all our off-the-shelve products, and details of the upcoming changes and their impact.
  • Model Enhancement: AM is a C++ simulator, with python postscripts for data visualization. As an AM engineer you would get the chance to bring your expertise in these languages to improve the AM tools in terms of wall-clock runtime, memory consumption, and complexity
  • SW Shift Left: Help drive SW shift initiative where we have a model and driver stack to facilitate early architecture analysis and IP verification needs.

THE PERSON:  

The ideal candidate is a highly skilled software designer and engineer, and proficient in C++. It is required that the candidate be familiar with hardware architecture. The knowledge of the GPU hardware and the efficient use of discrete GPUs, APUs, and mobile devices is a huge plus. The engineer is working with a big team on variety of opportunities, so teamwork and drive are also required.

 

KEY RESPONSIBILITIES:  

  • Architect, model and analyze hardware and software features to improve products performance, abilities, and cost.
  • Develop tools and algorithms to identify and eliminate performance limiters
  • Design, Implement, assess, document and test new features for next-gen products
  • Be a developer, leader, and owner of the Architectural Modeling Tool

 

PREFERRED EXPERIENCE:

  • Programming skills in C++ and python
  • Hardware architecture experience
  • Experience of modeling and simulation tools
  • Experience of GPU architecture, drivers and/or compilers is a plus
  • Experience of GPU general-purpose computing is a plus
  • Experience of D3D, Vulcan and OpenGL graphics applications is a plus
  • Experience of OpenCL/CUDA/ROCm development is a plus 

 

ACADEMIC CREDENTIALS:

Bachelors, Master, or PhD preferred.

 

LOCATION:

San Diego, CA, Boxborough, MA or Orlando, FL is preferred.

 

#LI-BM1

#LI-Hybrid

 




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.

As a GPU Architectural Modeling Engineer, you will work in a hardware/software codesign environment to craft industry leading simulation platforms and tools, have a strong voice in next-generation of AMD’s products, and get to learn and contribute to the entire graphics pipeline and software/hardware stack.

 

THE ROLE:  

The Architectural Modeling (AM) tool is the single simulator for all graphics products at AMD. The tool is utilized to predict the performance of the next-gen product across different GPU families at AMD. The role of the Engineer/Scientist can be of four different categories.

 

  • Problem identification: Data from the AM tool is used by AMD architects used to identify points that can be enhanced in our next-gen products. AM team develops a variety of tools and datapoints makes finding performance problems easier.
  • Feature Development: The AM team works with architects on ideas, called features, to improve the graphics architecture. The AM team has the core responsibility of proving or disproving new features inclusion in next-gen products.
  • Model Development: As an AM engineer you will develop the knowledge of the entire graphics and compute pipeline for all our off-the-shelve products, and details of the upcoming changes and their impact.
  • Model Enhancement: AM is a C++ simulator, with python postscripts for data visualization. As an AM engineer you would get the chance to bring your expertise in these languages to improve the AM tools in terms of wall-clock runtime, memory consumption, and complexity
  • SW Shift Left: Help drive SW shift initiative where we have a model and driver stack to facilitate early architecture analysis and IP verification needs.

THE PERSON:  

The ideal candidate is a highly skilled software designer and engineer, and proficient in C++. It is required that the candidate be familiar with hardware architecture. The knowledge of the GPU hardware and the efficient use of discrete GPUs, APUs, and mobile devices is a huge plus. The engineer is working with a big team on variety of opportunities, so teamwork and drive are also required.

 

KEY RESPONSIBILITIES:  

  • Architect, model and analyze hardware and software features to improve products performance, abilities, and cost.
  • Develop tools and algorithms to identify and eliminate performance limiters
  • Design, Implement, assess, document and test new features for next-gen products
  • Be a developer, leader, and owner of the Architectural Modeling Tool

 

PREFERRED EXPERIENCE:

  • Programming skills in C++ and python
  • Hardware architecture experience
  • Experience of modeling and simulation tools
  • Experience of GPU architecture, drivers and/or compilers is a plus
  • Experience of GPU general-purpose computing is a plus
  • Experience of D3D, Vulcan and OpenGL graphics applications is a plus
  • Experience of OpenCL/CUDA/ROCm development is a plus 

 

ACADEMIC CREDENTIALS:

Bachelors, Master, or PhD preferred.

 

LOCATION:

San Diego, CA, Boxborough, MA or Orlando, FL is preferred.

 

#LI-BM1

#LI-Hybrid

 

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