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Senior Math Libraries Engineer - Dense Linear Algebra

NVIDIA
  • Us, California
    19 days ago

    Job Description

    We are looking for software engineers to join our development efforts in the area of dense linear algebra kernels for high-performance libraries such as cuSOLVER. Around the world, leading commercial and academic organizations are revolutionizing AI, data analytics, and scientific and engineering simulations, using data centers powered by GPUs and high-performance linear algebra libraries. Applications of these technologies include computer aided engineering (CAE), electronic design automation (EDA), quantum chemistry, autonomous vehicles, LLMs, computer vision, encryption, and countless others. Did you know our team develops the GPU accelerated libraries and SDKs that help make these possible?

    In this role, you will work together with other developers on designing, developing, and optimizing kernels for various algorithms including triangular factorizations, eigenvalue decompositions and singular value decompositions. Ideal candidates will not only have experience developing accelerated computing kernels, but also be motivated to advance the state-of-the-art in a variety of accelerated computing domains. If this sounds exciting, we would love to meet you!

    What you will be doing:

    • Designing, implementing and optimizing scalable high-performance numerical dense linear algebra software on GPUs

    • Providing technical leadership and guidance to library engineers, QA engineers, and interns working with you on projects

    • Working closely with product management and other internal and external partners to understand feature and performance requirements and contribute to the technical roadmaps of libraries

    • Finding and realizing opportunities to improve library quality, performance and maintainability through re-architecting and establishing innovative software development practices

    What we need to see:

    • PhD or MSc degree in Computational Science and Engineering, Computer Science, Applied Mathematics, or related science or engineering field (or equivalent experience)

    • 5+ years of overall experience in developing, debugging and optimizing high-performance numerical linear algebra software using C++ and parallel programming; ideally using CUDA, MPI, OpenMP, OpenACC, pthreads

    • Strong fundamentals in numerical methods such as computational linear algebra, linear system solvers, and methods for eigenvalue, singular value, and other decompositions

    • Experience developing dense linear algebra libraries such as BLAS, LAPACK; and their parallel counterparts like PBLAS and SCALAPACK

    • Strong collaboration, communication, and documentation habits

    Ways to stand out from the crowd:

    • Good knowledge of CPU and/or GPU hardware architecture

    • Experience with adopting and advancing, software development practices such as CI/CD systems and project management tools such as JIRA.

    • Experience with working in a globally distributed organization

    • Strong background of large-scale computing technologies such as PDE solvers, eigenvalue solvers and time-domain simulation methods (e.g., CFD, FEA)

    NVIDIA’s invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing for science and engineering. More recently, GPU deep learning ignited modern AI — the next era of computing — with the GPU acting as the brain of computers, robots, and self-driving cars that can perceive and understand the world. Today, we are increasingly known as “the AI computing company.” We're looking to grow our company and build our teams with the smartest people in the world! Join us at the forefront of technological advancement.

    #LI-Hybrid

    Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 184,000 USD - 287,500 USD for Level 4, and 224,000 USD - 356,500 USD for Level 5.

    You will also be eligible for equity and benefits.

    Applications for this job will be accepted at least until August 9, 2026.

    This posting is for an existing vacancy. 

    NVIDIA uses AI tools in its recruiting processes.

    NVIDIA is committed to fostering an inclusive 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.

    Numbers & Facts

    LocationUs, California
    IndustryComputer Software
    Company Size10,000 employees or more
    Year Founded1993
    Websitehttp://www.nvidia.com

    About Company

    Visualize your future . . . We Do
    NVIDIA is the world leader in graphics processing technologies, creating innovative, industry-changing products for computing, consumer electronics, and mobile devices. NVIDIA products are transforming visually-rich applications such as video games, film production, broadcasting, industrial design, space exploration, and medical imaging. We invest in our people and our technologies, support and fund industry research around the world, and consistently deliver high-quality products. NVIDIA's culture promotes and inspires a team of world-class employees to be at the top of their game. We've created an environment where talents are recognized and collaboration is valued. Our employees are shaping the world of tomorrow. . . today. We invite you to explore the opportunities available at NVIDIA to see what your future may hold.

    Skills

    • Algorithmsunmatched
    • Artificial Intelligence (AI)unmatched
    • Atlassian JIRAunmatched
    • Autonomous Driving Systemsunmatched
    • C++ Programming Languageunmatched
    • Chemistryunmatched
    • Communication Skillsunmatched
    • Computational Algebraunmatched
    • Computational Engineeringunmatched
    • Computer Aided Engineering (CAE)unmatched
    • Computer Graphicsunmatched
    • Computer Scienceunmatched
    • Computer Visionunmatched
    • Continuous Deployment/Deliveryunmatched
    • Continuous Integrationunmatched
    • Cryptographyunmatched
    • Data Analysisunmatched
    • Debugging Skillsunmatched
    • Deep Learningunmatched
    • Documentationunmatched
    • Electronic Design Automationunmatched
    • Finite Element Analysisunmatched
    • GPU (Graphics Processing Unit)unmatched
    • Gamingunmatched
    • High Tech Industryunmatched
    • Kernel Programmingunmatched
    • Linear Algebraunmatched
    • Mathematicsunmatched
    • Network Operations Centerunmatched
    • Parallel Computingunmatched
    • Parallel Programmingunmatched
    • Performance Tuning/Optimizationunmatched
    • Project Management Softwareunmatched
    • Quality Assuranceunmatched
    • Quality Managementunmatched
    • Simulationunmatched
    • Software Developmentunmatched
    • Software Engineeringunmatched
    • Systems Administration/Managementunmatched
    • Team Lead/Managerunmatched
    • Technical Leadershipunmatched

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