GPU AI Performance Architect (Sr. Engineer)

Mar 11, 2023
Santa Clara, Cuba
... Not specified
... Senior
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. This is who we are at our best. One Company. One Team. 

 

AMD together we advance_

 

THE ROLE: 

The Radeon Technology Group (RTG) Advanced Architecture group is looking for a GPU AI Performance Architect who will be engaged in data driven design and analysis to advance application performance for graphics and compute. 

 

THE PERSON:

As an AI performance architect you will work on preparing AI workloads for pre-silicon models, analyze performance both post and pre silicon, and project performance of design changes. This work enables pre-silicon performance analysis of AI applications throughout AMDs RTG organization and constantly requires new and innovative solutions to keep pass with the constant evolving of AI models and computation hardware landscape.

 

KEY RESPONSIBILITIES:

  • Develop and maintain AI networks, microbenchmarks and synthetic tests from AI workloads to be used for pre-silicon performance analysis
  • Optimize AI applications for evaluating new architecture features requiring SW changes
  • Project AI application performance from proposed design changes
  • Analyze performance of AI workloads on silicon and architecture models to identify performance limiters
  • Build performance tools and infrastructure for automation and accelerating analysis of application performance on silicon and pre-silicon models

 

PREFERRED EXPERIENCE:

  • Proven experience in AI application development
  • Experience in performance analysis, performance tool development and performance projections
  • Programming experience in scripting languages and C/C++
  • Strong communication and data organization skills through presentations, excel and document organization/automation.
  • Must be proficient in English verbal and written communication skills
  • Must have good teamwork and interpersonal skills to work with groups in US, China and India

 

ACADEMIC CREDENTIALS: 

Masters or higher degree in relevant fields, i.e. Computer Science, Electrical Engineer, Computer Engineering

 

LOCATIONS:

Orlando / Santa Clara

 

 

#LI-ML4

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: 

The Radeon Technology Group (RTG) Advanced Architecture group is looking for a GPU AI Performance Architect who will be engaged in data driven design and analysis to advance application performance for graphics and compute. 

 

THE PERSON:

As an AI performance architect you will work on preparing AI workloads for pre-silicon models, analyze performance both post and pre silicon, and project performance of design changes. This work enables pre-silicon performance analysis of AI applications throughout AMDs RTG organization and constantly requires new and innovative solutions to keep pass with the constant evolving of AI models and computation hardware landscape.

 

KEY RESPONSIBILITIES:

  • Develop and maintain AI networks, microbenchmarks and synthetic tests from AI workloads to be used for pre-silicon performance analysis
  • Optimize AI applications for evaluating new architecture features requiring SW changes
  • Project AI application performance from proposed design changes
  • Analyze performance of AI workloads on silicon and architecture models to identify performance limiters
  • Build performance tools and infrastructure for automation and accelerating analysis of application performance on silicon and pre-silicon models

 

PREFERRED EXPERIENCE:

  • Proven experience in AI application development
  • Experience in performance analysis, performance tool development and performance projections
  • Programming experience in scripting languages and C/C++
  • Strong communication and data organization skills through presentations, excel and document organization/automation.
  • Must be proficient in English verbal and written communication skills
  • Must have good teamwork and interpersonal skills to work with groups in US, China and India

 

ACADEMIC CREDENTIALS: 

Masters or higher degree in relevant fields, i.e. Computer Science, Electrical Engineer, Computer Engineering

 

LOCATIONS:

Orlando / Santa Clara

 

 

#LI-ML4

COMPANY JOBS
1602 available jobs
WEBSITE