NVIDIA · 1 day ago
Senior Math Libraries Engineer – AI and HPC
NVIDIA is a leading technology company known for its innovative contributions to AI and HPC. They are seeking a Senior Math Libraries Engineer to develop high-performance numerical software for GPUs, focusing on kernel generation and matrix operations.
Responsibilities
Scoping, designing, and implementing high quality and performance numerical dense linear algebra software on GPUs
Owning the execution of projects involving multiple engineers and sometimes teams
Providing technical leadership and feedback to library engineers working with you on projects and sometimes mentor interns
Working closely with product management and other internal and external customers to understand feature and performance requirements and contribute to the technical roadmaps of libraries
Finding opportunities to improve library performance and reduce code maintenance overhead through re-architecting
To be successful in your responsibilities which are by nature sophisticated, you will need to find and explain complex solutions, exercise leadership, and coordinate with multiple teams to work towards your goals
Qualification
Required
PhD, Master's, or Bachelor's degree in Computer Science, Applied Math, or related science or engineering field of study (or equivalent experience)
8+ years of experience in designing, developing, testing, maintenance, and performance optimization of HPC software using C++
Strong fundamentals in kernel generation and composable library design for linear algebra
Leadership skills in driving software development projects
Strong collaboration, communication, and documentation habits
Kernel generation. JIT focus/experience desired
Preferred
Experience with parallel programming, ideally using CUDA, MPI, OpenMP, OpenACC, pthreads
Good understanding of Machine Learning and Deep Learning technologies as well as knowledge of GPU (preferred) or CPU hardware architecture
Experience with low level programming using assembly for performance optimization and operator fusion is a huge plus
Experience with agile software development practices using project management tools such as JIRA
A scripting language, preferably Python
Benefits
Equity
Benefits
Company
NVIDIA
NVIDIA is a computing platform company operating at the intersection of graphics, HPC, and AI.
H1B Sponsorship
NVIDIA has a track record of offering H1B sponsorships. Please note that this does not
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Funding
Current Stage
Public CompanyTotal Funding
$4.09BKey Investors
ARPA-EARK Investment ManagementSoftBank Vision Fund
2023-05-09Grant· $5M
2022-08-09Post Ipo Equity· $65M
2021-02-18Post Ipo Equity
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