Jobs
>
Santa Clara

    GPU Computing Capacity Optimization Engineer - Santa Clara, United States - NVIDIA

    Default job background
    Description
    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 to new opportunities that are hard to solve, that only we can address, and that matter to the world.

    This is our life's work, to amplify human creativity and intelligence. Make the choice to join us today


    As a member of the GPU AI/HPC Infrastructure team, you will provide leadership in the design and implementation of ground breaking GPU compute clusters that run demanding deep learning, high performance computing, and computationally intensive workloads.

    In this role we seek an expert to optimize the Capacity management and allocation in GPU Compute Clusters.

    You will help us with the strategic challenges we encounter in maximizing and optimizing our usage of all datacenter resources including compute , storage, network and power.

    You will help build methodologies, tools and metrics to enable effective resource utilization in a heterogeneous compute environment, and assist with growth planning across our global computing environment.


    What you'll be doing:
    Building and improving our ecosystem around GPU-accelerated computing including developing large scale automation solutions

    Supporting our researchers to run their flows on our clusters including performance analysis and optimizations of deep learning workflows

    Diagnosing customer utilization deficiencies and job scheduling issues

    Building automation, tools and metrics to help us increase productive utilization of resources

    Collaborating with the scheduler team to improve scheduling algorithms

    Root cause analysis and suggest corrective action for problems large and small scales

    Finding and fixing problems before they occur


    What we need to see:
    Bachelor's degree in Computer Science , Electrical Engineering or related field or equivalent experience.

    Minimum 5+ years of experience designing and operating large scale compute infrastructure.

    Experience analyzing and tuning performance for a variety of AI/HPC workloads.

    Working knowledge of cluster configuration managements tools such as Ansible, Puppet, Salt.

    Experience with AI/HPC advanced job schedulers, and ideally familiarity with schedulers such as Slurm , K8s, RTDA or LSF

    Familiarity with container technologies like Docker, Singularity, Shifter, Charliecloud

    Proficient in Python programming and bash scripting

    Experience with AI/HPC workflows that use MPI



    Ways to stand out from the crowd:
    Experience with NVIDIA GPUs, Cuda Programming, NCCL and MLPerf benchmarking

    Experience with Machine Learning and Deep Learning concepts, algorithms and models

    Proficient in Centos/RHEL and/or Ubuntu Linux distros

    Familiarity with InfiniBand with IBOP and RDMA as well as u nderstanding of fast, distributed storage systems like Lustre and GPFS for AI/HPC workloads

    Familiarity with deep learning frameworks like PyTorch and TensorFlow

    NVIDIA offers highly competitive salaries and a comprehensive benefits package.

    We have some of the most brilliant and talented people in the world working for us and, due to unprecedented growth, our world-class engineering teams are growing fast.

    If you're a creative and autonomous engineer with real passion for technology, we want to hear from you.

    The base salary range is 148,000 USD - 276,000 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.

    You will also be eligible for equity and benefits ) . NVIDIA accepts applications on an ongoing basis.

    NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer.

    As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.

    NVIDIA is a Learning Machine

    NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society.

    Learn more about NVIDIA .


  • DeepSight Technology Santa Clara, United States

    DeepSight Technology Inc. · is a stealth-mode startup company that has developed breakthrough technology in ultrasound imaging. This new technology will both extend the range and clarity over current systems by 10x - 100x We are setting new standards that will dramatically impro ...


  • DeepSight Technology Santa Clara, United States

    Job Description · Job DescriptionDeepSight Technology Inc. is a stealth-mode startup company that has developed breakthrough technology in ultrasound imaging. This new technology will both extend the range and clarity over current systems by 10x - 100x We are setting new standard ...


  • DeepSight Technology Santa Clara, United States

    DeepSight Technology Inc. is a stealth-mode startup company that has developed breakthrough technology in ultrasound imaging. This new technology will both extend the range and clarity over current systems by 10x - 100x We are setting new standards that will dramatically improve ...


  • Hitachi ABB Power Grids San Jose, United States

    At Hitachi Energy our purpose is advancing a sustainable energy future for all. We bring power to our homes, schools, hospitals and factories. Join us and work with fantastic people, while learning and developing yourself on projects that have a real impact to our communities and ...


  • Hitachi ABB Power Grids San Jose, CA, United States

    At Hitachi Energy our purpose is advancing a sustainable energy future for all. We bring power to our homes, schools, hospitals and factories. Join us and work with fantastic people, while learning and developing yourself on projects that have a real impact to our communities and ...


  • Hitachi Energy San Jose, CA, United States

    General information: · Hitachi Energy is seeking for a Senior Optimization Engineer for it's San Jose, CA location. This role is responsible for delivering innovative solutions in the areas of mathematical modelling, optimization (linear and non-linear programming) and numerical ...


  • Hitachi Energy San Jose, United States

    · General information: · Hitachi Energy is seeking for a Senior Optimization Engineer for it's San Jose, CA location. This role is responsible for delivering innovative solutions in the areas of mathematical modelling, optimization (linear and non-linear programming) and numeri ...


  • Hitachi Data Systems San Jose, United States

    General information: · Hitachi Energy is seeking for a Senior Optimization Engineer for it's San Jose, CA location. This role is responsible for delivering innovative solutions in the areas of mathematical modelling, optimization (linear and non-linear programming) and numerical ...


  • NVIDIA Santa Clara, United States

    We are looking for an experienced Senior Compiler Optimization Engineer for an exciting role in our Compute Compiler Team. We deliver features and improvements to CUDA and other compute compilers to better realize the potential of NVIDIA GPUs for a growing range of computational ...


  • NVIDIA Santa Clara, United States

    We are looking for an experienced Senior Compiler Optimization Engineer for an exciting role in our Compute Compiler Team. We deliver features and improvements to CUDA and other compute compilers to better realize the potential of NVIDIA GPUs for a growing range of computational ...


  • NextPit GmbH San Jose, United States

    Senior Engineer Advanced Photomask Optimization · Location · San Jose, US · Team · Design Engineering and Architecture · Work experience · 2-3 years · Educational background · Physics, Computer Science, Mathematics, Electrical Engineering · Technical field · Software · ...


  • ASML San Jose, United States

    Job ID: J · Introduction to the job · ASML US, including its affiliates and subsidiaries, brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, de ...


  • ASML San Jose, United States

    Job ID: J · Introduction to the job · ASML US, including its affiliates and subsidiaries, brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, de ...


  • ASML San Jose, United States

    Introduction to the job · ASML US, including its affiliates and subsidiaries, brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, develop, integr ...


  • ASML San Jose, United States Full time

    Job ID: J · Introduction to the job · ASML US, including its affiliates and subsidiaries, brings together the most creative minds in science and technology to develop lithography machines that are key to producing faster, cheaper, more energy-efficient microchips. We design, dev ...


  • Adobe San Jose, CA, United States

    Senior ML Training GPU Optimization Engineer page is loaded · Senior ML Training GPU Optimization Engineer · Apply locations San Jose Seattle time type Full time posted on Posted 2 Days Ago job requisition id R142893 Our Company · Changing the world through digital experience ...


  • Adobe San Jose, United States Full time

    Our Company · Changing the world through digital experiences is what Adobe's all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences We're passionate about empowering people to create beautiful ...


  • RippleMatch Opportunities Santa Clara, United States

    This role is with Nvidia. Nvidia uses RippleMatch to find top talent. · About NVIDIA · We are now looking for a Power Optimization and Analysis Engineer – New College Grad NVIDIA prides in having energy efficient products. We believe in continuing to maintain our products' ener ...


  • Adobe San Jose, United States Full time

    Our Company · Changing the world through digital experiences is what Adobe's all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences We're passionate about empowering people to create beautiful ...


  • RippleMatch Opportunities Santa Clara, United States

    This role is with Nvidia. Nvidia uses RippleMatch to find top talent. · About NVIDIA · We are now looking for a Power Optimization and Analysis Engineer - New College Grad NVIDIA prides in having energy efficient products. We believe in continuing to maintain our products' energ ...