Jobs
>
San Jose

    Sr ML Training GPU Optimization Engineer - San Jose, United States - Adobe

    Default job background
    Full time
    Description

    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 and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

    We're on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours

    What you will be working on:

    • Interfacing with model architecture teams to co-design with hardware in mind
    • Write efficient kernels for forward and backward passes in CUDA, Cutlass / CuTe, Triton
    • Write optimized custom layers using PyTorch
    • Leverage FP8 to accelerate training and inference
    • Optimize model efficiency for Hopper/Blackwell GPU architectures
    • Write high quality, product level code that is easy to maintain and test while following standard development methodologies

    What you will need to succeed:

    • Proficiency in Linux, Docker
    • Understanding of modern transformer-based model architectures
    • Expert in Python and PyTorch
    • Experience in C++ with an emphasis on Python integration
    • Expert in CUDA, Triton
    • Experience with Cutlass / CuTe
    • Expert in profiling – Nsight, Kineto, etc.
    • B.S., M.S, or Ph.D. in Computer Science, Computer Engineering or a related area

    #FireflyGenAI

    Our compensation reflects the cost of labor across several U.S. geographic markets, and we pay differently based on those defined markets. The U.S. pay range for this position is $170,900 -- $325,200 annually. Pay within this range varies by work location and may also depend on job-related knowledge, skills, and experience. Your recruiter can share more about the specific salary range for the job location during the hiring process.

    At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).

    In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.

    Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.

    Adobe aims to make accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, email or call

    Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each other's employees.



  • 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 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 ...


  • 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 ...


  • 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 ...


  • 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 ...


  • 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 ...


  • NVIDIA Santa Clara, United States

    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 ...


  • Helm Redwood City, United States

    We help make autonomous technologies more efficient, safer, and accessible. · builds AI software for autonomous driving and robotics. Our "Deep Teaching" methodology is uniquely data and capital efficient, allowing us to surpass traditional approaches. Our unsupervised learning ...


  • Lawrence Livermore National Laboratory Livermore, United States

    Company DescriptionJoin us and make YOUR mark on the World · Are you interested in joining some of the brightest talent in the world to strengthen the United States' security? Come join Lawrence Livermore National Laboratory (LLNL) where our employees apply their expertise to cre ...