HPC Optimization Engineer-AI/ML

1 week ago

Austin, Texas, United States Advanced Micro Devices , Inc. 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 worlds 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, ML/HPC

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 junior to mid-level application optimization engineer in high performance computing, with a focus on optimizing Machine Learning applications.

You will be part of a team porting and tuning a wide variety of scientific applications for AMD CPU and GPU platforms.

THE PERSON:

A computational scientist, physicist, or engineer with experience in multiple scientific computing domains and experience with using Machine Learning techniques in an HPC setting. Must be self-motivated and possess the ability to work well within a team environment.

ACADEMIC CREDENTIALS AND EXPERIENCE:

  • Masters or PhD in Computer Science, Computational Physics,?Engineering or related subjects, or equivalent experience
  • 3-5 years of relevant industry experience

KEY RESPONSIBILITIES:

  • Port and optimize a variety of machine learning based applications for AMD CPU and GPU systems
  • Provide 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:

  • In depth knowledge of current machine learning frameworks and commonly used models
  • Experience in scientific computing disciplines such as computational chemistry, fluid dynamics, weather modeling, and oil and gas applications
  • Strong performance analysis skills for both CPU and GPU
  • Extensive experience with C++ and Python
  • Familiarity with distributed model training via NCCL/RCCL, MPI, or similar
  • Experience in implementing and optimizing parallel methods on GPU accelerators in distributed memory systems with MPI, CUDA, HIP, OpenMP, etc.
  • Broad experience creating, adapting, and running workloads with widely used HPC applications.
  • Broad experience building, running and tuning machine learning models.
  • In-depth understanding of IO, parallel file systems, and network limitations and capabilities as used in AI models
  • Familiarity with installation and setup of various HPC applications and machine learning frameworks
  • 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 and Jira
  • Ability to work well in geographically dispersed teams

LOCATION:

Austin, TX; Santa Clara, CA

#AASG24

#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 AMDs Employee Stock Purchase Plan. Youll 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.

  • Senior AI-HPC Cluster Engineer

    1 week ago

    Austin, Texas, United States NVIDIA Full time

    NVIDIA has continuously reinvented itself over two decades. Our invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing. More recently, GPU deep learning ignited modern AI — the next era of computing. NVIDIA is a "learning machine" that constantly evolves by adapting...

  • Senior AI and ML Infra Engineer, Research Clusters

    2 days ago

    Austin, Texas, United States NVIDIA Full time

    At NVIDIA in Santa Clara, CA, USA, we are currently seeking a skilled AI/ML Infrastructure Engineer to join our team. As an Engineer, you will have a unique chance to enhance productivity for our researchers by implementing improvements throughout the entire stack. Your main responsibility will be to identify and address infrastructure gaps to ensure...

  • Sr. Principal Engineer- AI/ML

    19 hours ago

    Austin, Texas, United States Optum Full time

    Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and they need to feel their best. Here, you will find a culture guided by diversity and inclusion, talented...

  • Sr. Dir., Engineering for AI/ML platform

    1 week ago

    Austin, Texas, United States PayPal Full time

    At PayPal (NASDAQ:PYPL), we believe that every person has the right to participate fully in the global economy. Our mission is to revolutionize commerce globally to make moving money, selling and shopping, personalized and secure.Job Description Summary:We are seeking a highly experienced Sr. Director of Engineering with a robust background in AI & Machine...

  • Product Manager, AI/HPC

    3 weeks ago

    Austin, Texas, United States Meta Full time

    Summary: We are hiring a Product Manager to help build the next generation of Meta's AI infrastructure. The ideal candidate for this role will be passionate about identifying, delivering and scaling the next generation of AI systems (hardware accelerators, compute, network fabrics) and have a proven track record of effectively guiding product teams,...

  • Product Manager, AI/HPC

    1 month ago

    Austin, Texas, United States Meta Full time

    Summary: We are hiring a Product Manager to help build the next generation of Meta's AI infrastructure. The ideal candidate for this role will be passionate about identifying, delivering and scaling the next generation of AI systems (hardware accelerators, compute, network fabrics) and have a proven track record of effectively guiding product teams,...

  • Principal Solutions AI Engineer

    1 week ago

    Austin, Texas, United States SambaNova Systems Full time

    The era of pervasive AI has arrived. In this era, organizations will use generative AI to unlock hidden value in their data, accelerate processes, reduce costs, drive efficiency and innovation to fundamentally transform their businesses and operations at scale.SambaNova Suite is the first full-stack, generative AI platform, from chip to model, optimized for...

  • Principal Solutions AI Engineer

    1 week ago

    Austin, Texas, United States SambaNova Systems Full time

    The era of pervasive AI has arrived. In this era, organizations will use generative AI to unlock hidden value in their data, accelerate processes, reduce costs, drive efficiency and innovation to fundamentally transform their businesses and operations at scale. SambaNova Suite is the first full-stack, generative AI platform, from chip to model, optimized for...

  • Partner Engineer, Gen AI

    1 week ago

    Austin, Texas, United States Meta Inc Full time

    Summary:Meta is seeking a Partner Engineer to join Metas Applied AI Partner Engineering team, a highly technical team that works with strategic partners, machine learning leaders across the industry and all major cloud service providers for building and launching new Generative AI product services and experience and taking Large Language Models (LLMs) from...

  • AI and Data Integration Engineer

    1 week ago

    Austin, Texas, United States AECOM Full time

    Job Title: AI and Data Integration Engineer at AECOMCompany DescriptionWork with Us. Change the World.AECOM is a leading infrastructure consulting firm, partnering with clients worldwide to tackle complex challenges and leave legacies for future generations. Our global team of over 50,000 professionals is dedicated to delivering projects that make a positive...

  • AI Platform Solutions Engineer

    1 week ago

    Austin, Texas, United States webAI Full time

    Title: AI Platform Solutions Engineer Company: webAI Location: Grand Rapids, MI; Austin, TX; Remote Type: Full-Time, Salaried Exempt Experience: 5-10 years Education: Bachelor's Degree, minimum About Us: webAI is a software company that is building a decentralized AI development platform. Our technology enables the development of powerful AI using limited...

  • Sr. Director, Responsible Use AI

    20 hours ago

    Austin, Texas, United States Optum Full time

    This position is fully remote. You may work from anywhere in the US.Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best....

  • Software Engineer

    4 weeks ago

    Austin, Texas, United States Apple Full time

    SummaryPosted: Apr 25, 2024Role Number: Do you love understanding every detail of how new technologies work? Join the team that serves as Apple's nerve center, our Information Systems and Technology group. There are countless ways you'll contribute here, whether you're coordinating technology needs for product launches, designing music solutions for retail...

  • Software Engineer

    3 weeks ago

    Austin, Texas, United States Apple Full time

    SummaryPosted: Apr 25, 2024Role Number: Do you love understanding every detail of how new technologies work? Join the team that serves as Apple's nerve center, our Information Systems and Technology group. There are countless ways you'll contribute here, whether you're coordinating technology needs for product launches, designing music solutions for retail...

  • AI Strategist

    3 weeks ago

    Austin, Texas, United States KUNGFU Full time

    KUNGFU.AI is a management consulting and engineering firm focused exclusively on artificial intelligence. We empower CEOs and senior executives to leverage the full potential of AI so they remain competitive in a rapidly evolving world. Our expert team delivers AI strategy and bespoke production-grade solutions that allow clients to rapidly realize value. We...

  • Machine Learning Engineer

    1 week ago

    Austin, Texas, United States PayPal Full time

    PayPal is looking for an individual contributor with strong ML engineering background in the Global Analytics and Data Science (GADS) Organization to design and develop a suite of machine learning solutions driving large-scale personalization of financial services, merchant products and action recommendations for millions of PayPal customers across the...

  • HPC Senior DevOps Engineer

    1 week ago

    Austin, Texas, United States NXP Semiconductors Full time

    HPC DevOps Engineer Austin, US (Hybrid) This is what you will do as HPC DevOps engineer at NXP You are expected to work very closely with your global colleagues within R&D IT and help deliver the HPC services (High Performance Computing and Virtual Desktop Infrastructure) to our engineering and R&D customers. Your AMEC team has operational responsibility...

  • Staff Field Application Engineer, Customer Engineering

    2 months ago

    Austin, Texas, United States Tenstorrent Inc. Full time

    Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high...

  • Staff Field Application Engineer, Customer Engineering

    3 weeks ago

    Austin, Texas, United States Tenstorrent Inc. Full time

    Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high...

  • Embedded Engineering Technologist

    1 week ago

    Austin, Texas, United States Dell Technologies Full time

    Embedded Engineering TechnologistIn the rapidly moving Artificial Intelligence era, few spaces are moving faster than the AI-enabled PC. As a leading provider of world-class technology, this means bringing more intelligence into the PC ecosystem, enabling superior performance, enhanced productivity, and delightful experiences while maintaining privacy and...