Application Software Optimization Engineer, High Performance Computing and AI

Posted on Sep 24, 2024 by Advanced Micro Devices, Inc
Austin, TX
Engineering
Immediate Start
Annual Salary
Full-Time
Overview:

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_

Responsibilities:

Application Software Optimization Engineer, High Performance Computing and AI

THE ROLE:

Would you like to be part of a world class team enabling applications for high performance computing? AMD is searching for talented and highly motivated computational scientists/engineers to join our team of developers preparing applications for supercomputing platforms across industry, academia, and national laboratories.

This position is for a variable experience level optimization engineer in high performance computing. You will be part of a team testing, porting and tuning a wide variety of scientific applications for AMD  GPU platforms. 

THE PERSON:

A computational scientist, physicist, or engineer with experience in at least one scientific computing domain and strong GPU programming skills.  Extensive experience with MPI communications packages and internals is essential.  A track record of collaborating with others on applications and libraries widely used by the scientific computing community is a plus. Must be self-motivated and possess the ability to work well within a team environment.

ACADEMIC CREDENTIALS AND EXPERIENCE:

PhD in Computer Science, Computational Physics, Engineering or related subjects

Advanced candidates bring an additional 3-5 years of relevant industry experience

GPU programming experience of at least two years in an academic or industrial setting is highly desired

Detailed knowledge of the MPI communications layer is essential including understanding of internals (libfabrics, verbs)

Working knowledge of a major AI framework (PyTorch / TensorFlow) or exposure to a converged HPC/AI code is a plus

KEY RESPONSIBILITIES:

Port and optimize a variety of scientific applications for AMD GPU systems

Provide MPI domain specific knowledge to other groups at AMD

Engage with AMD product groups to drive resolution of application and customer issues

Develop and present training materials to internal audiences, at customer venues, and at industry conferences

PREFERRED EXPERIENCE:

Exposure to one scientific computing discipline such as finite element analysis, computational chemistry, fluid dynamics, weather modeling, and oil and gas applications

Extensive experience with MPI collectives and communication layers is essential

Extensive experience with diagnosing and debugging MPI performance issues is essential

Extensive experience with modern Fortran or C/C++

Strong performance analysis skills ideally for both CPU and GPU

Experience in implementing and optimizing parallel methods on GPU accelerators in distributed memory systems with MPI, CUDA, HIP, OpenMP, etc.

Experience with a converged HPC/AI application or ML is a plus

Broad experience creating, adapting, and running workloads with widely used HPC applications is a plus

Familiarity with installation and setup of various HPC applications is a plus

Experience with build system tools including Make, CMake, autoconf, and autotools

In-depth knowledge of software development practices including debug, test, revision control, documentation, and bug tracking

Strong team development skills including demonstrated expertise with git

Ability to work well in geographically dispersed teams

LOCATION:

Austin, TX; Santa Clara, CA, or remote

#HYBRID

#LI-RL1

Qualifications:

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 .

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.

Reference: 202307769

https://jobs.careeraddict.com/post/95553041

Application Software Optimization Engineer, High Performance Computing and AI

Posted on Sep 24, 2024 by Advanced Micro Devices, Inc

Austin, TX
Engineering
Immediate Start
Annual Salary
Full-Time
Overview:

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_

Responsibilities:

Application Software Optimization Engineer, High Performance Computing and AI

THE ROLE:

Would you like to be part of a world class team enabling applications for high performance computing? AMD is searching for talented and highly motivated computational scientists/engineers to join our team of developers preparing applications for supercomputing platforms across industry, academia, and national laboratories.

This position is for a variable experience level optimization engineer in high performance computing. You will be part of a team testing, porting and tuning a wide variety of scientific applications for AMD  GPU platforms. 

THE PERSON:

A computational scientist, physicist, or engineer with experience in at least one scientific computing domain and strong GPU programming skills.  Extensive experience with MPI communications packages and internals is essential.  A track record of collaborating with others on applications and libraries widely used by the scientific computing community is a plus. Must be self-motivated and possess the ability to work well within a team environment.

ACADEMIC CREDENTIALS AND EXPERIENCE:

PhD in Computer Science, Computational Physics, Engineering or related subjects

Advanced candidates bring an additional 3-5 years of relevant industry experience

GPU programming experience of at least two years in an academic or industrial setting is highly desired

Detailed knowledge of the MPI communications layer is essential including understanding of internals (libfabrics, verbs)

Working knowledge of a major AI framework (PyTorch / TensorFlow) or exposure to a converged HPC/AI code is a plus

KEY RESPONSIBILITIES:

Port and optimize a variety of scientific applications for AMD GPU systems

Provide MPI domain specific knowledge to other groups at AMD

Engage with AMD product groups to drive resolution of application and customer issues

Develop and present training materials to internal audiences, at customer venues, and at industry conferences

PREFERRED EXPERIENCE:

Exposure to one scientific computing discipline such as finite element analysis, computational chemistry, fluid dynamics, weather modeling, and oil and gas applications

Extensive experience with MPI collectives and communication layers is essential

Extensive experience with diagnosing and debugging MPI performance issues is essential

Extensive experience with modern Fortran or C/C++

Strong performance analysis skills ideally for both CPU and GPU

Experience in implementing and optimizing parallel methods on GPU accelerators in distributed memory systems with MPI, CUDA, HIP, OpenMP, etc.

Experience with a converged HPC/AI application or ML is a plus

Broad experience creating, adapting, and running workloads with widely used HPC applications is a plus

Familiarity with installation and setup of various HPC applications is a plus

Experience with build system tools including Make, CMake, autoconf, and autotools

In-depth knowledge of software development practices including debug, test, revision control, documentation, and bug tracking

Strong team development skills including demonstrated expertise with git

Ability to work well in geographically dispersed teams

LOCATION:

Austin, TX; Santa Clara, CA, or remote

#HYBRID

#LI-RL1

Qualifications:

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 .

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.

Reference: 202307769

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