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Senior Math Libraries Engineer
2 months ago
NVIDIA is seeking a highly skilled engineer to join our Math Libraries team, focusing on kernel generation for AI and HPC applications. As a key member of our team, you will be responsible for designing, implementing, and optimizing high-quality numerical dense linear algebra software on GPUs.
Key Responsibilities- Scoping, designing, and implementing high-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 mentoring 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.
NVIDIA is a leader in the technology industry, known for its innovative products and commitment to diversity and inclusion. We offer competitive salaries and a generous benefits package, making us one of the most desirable employers in the world.
We are committed to fostering a diverse work environment and proud to be an equal opportunity employer. We do not discriminate 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.
