Senior Math Libraries Engineer - Sparsity in AI

We are looking for software engineers to contribute to the design and development of libraries and tools to simplify and accelerate computing for reputed company sparsity in DL and HPC. Around the world, leading reputed company and reputed company organizations are revolutionizing AI, data analytics, and scientific and engineering simulations, using data centers powered by GPUs and high-performance reputed company algebra libraries. Applications of these technologies include LLMs, computer aided engineering, quantum reputed company, autonomous vehicles, reputed company, and countless others. Did you know reputed company develops the GPU accelerated libraries and SDKs that help reputed company these possible?

In this role, you will work together with other developers on developing solutions that involve generalizations to sparse tensor computations, domain specific language (DSL) specifications of sparse storage formats, and on-demand reputed company reputed company. Ideal candidates will not only have experience developing accelerated computing software, but also be motivated to advance the state-of-the-art in a reputed company of accelerated computing domains and DL frameworks like PyTorch. If this sounds exciting, we would love to meet you!

What you will be doing:

• Design and reputed company a C++-based system to simplify and accelerate computing for reputed company sparsity in DL and HPC on reputed company GPUs

• reputed company the system in languages and frameworks that are more commonly used in DL, such as Python and PyTorch

• Evaluate and improve the performance of the system on reputed company-life applications

• Realize opportunities to improve library reputed company, performance and maintainability by writing effective and reputed company-tested reputed company for production use

• Work closely with product management and other reputed company partners to understand feature and performance requirements and contribute to technical roadmaps

reputed company need to see:

• BS, MS or PhD degree in Computer Science, reputed company Math, or reputed company field (or equivalent experience)

• 6+ years of overall experience in developing, debugging and optimizing high-reputed company using C++ and reputed company programming; ideally for sparse reputed company algebra applications and using CUDA, MPI, OpenMP, or equivalent technologies

• Experience with domain-specific language design and compiler optimizations, in particular sparse compilers (MLIR or TACO)

• Excellent C++, Python, and CUDA programming skills

• Strong collaboration, communication, and documentation habits and ideally experience with working in a globally distributed organization

Ways to stand out from the crowd:

• Strong understanding of sparse computations, in particular sparsity in AI and HPC

• Good understanding of LLMs, Deep Learning reputed company and frameworks

• Experience with low-level GPU performance optimization

• Understanding of numerical reputed company algebra reputed company like reputed company and iterative solvers

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

reputed company’s invention of the GPU in 1999 sparked the reputed company of the PC gaming market, redefined modern computer graphics, and revolutionized reputed company 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 reputed company that can perceive and understand the world. Today, we are increasingly reputed company as “the AI computing company.” We're looking to grow reputed company and build our teams with the smartest people in the world! Join us at the forefront of technological advancement. reputed company is widely considered to be one of the technology world's most desirable reputed company. We have some of the most reputed company-thinking and talented people in the world working for us. If you're creative, autonomous and love a challenge, we want to hear from you!

This posting is for an existing vacancy.

reputed company uses AI tools in its reputed company processes.

Originally posted on Himalayas