Senior Math Libraries Engineer
3 days ago
NVIDIA is a leading technology company that specializes in designing and manufacturing graphics processing units (GPUs) and high-performance computing hardware. Our team is dedicated to developing innovative solutions for the fields of artificial intelligence, scientific simulations, and data analytics.
Job DescriptionWe are seeking an experienced Senior Math Libraries Engineer to join our development team. As a key member of our team, you will be responsible for designing, developing, and implementing high-quality and performance numerical dense linear algebra software on GPUs.
Key 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.
- PhD or Master's degree in Computer Science, Applied Math, or related science or engineering field of study (or equivalent experience).
- 5+ 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
- Experience with parallel programming, ideally using CUDA, MPI, OpenMP, OpenACC, pthreads.
- Good understanding of Machine Learning and Deep Learning technologies.
- Good 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.
We offer competitive salaries and a generous benefits package. Our team is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us and, due to outstanding growth, our exclusive engineering teams are rapidly growing.
If you're a creative and autonomous engineer with a real passion for technology, we want to hear from you.
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