Senior Math Libraries Engineers - Python APIs
NVIDIA - Santa Clara, California, us, 95053
Work at NVIDIA
Overview
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Overview
What you will be doing:
crafting and developing Python APIs for math libraries (e.g., linear algebra),
prototyping integrations of developed APIs into targeted libraries and frameworks,
conducting performance analysis and benchmarking, performance tuning and optimization, of numerical software on various CPU and GPU architectures,
working closely with product management and other internal and external partners to understand feature and performance requirements and contribute to the technical roadmaps of NVIDIA math libraries,
finding opportunities to improve target user experiences.
What we need to see:
PhD or MSc degree in Computer Science, Applied Math, or related science or engineering field is preferred or equivalent experience.
Excellent Python and C++ programming and software design skills, including functional and performance tests design.
Experience developing Python APIs in pythonic style
Experience using one or more of Numpy, CuPy, SciPy, JAX, PyTorch, TensorFlow, Numba.
3+ years experience developing, debugging, and optimizing high-performance applications on parallel computing platforms.
Strong understanding of fundamental numerical methods and computations in science, engineering, and/or deep learning.
Proven experience in working on software development projects in an agile environment.
Strong collaboration, communication, and documentation habits.
Ways to stand out from the crowd:
Parallel programming experience with GPUs (CUDA or OpenCL), multi-threading, or MPI.
Good knowledge of CPU and/or GPU hardware architecture.
NVIDIA 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. If you're creative and have initiative, we want to hear from you!
The base salary range is 148,000 USD - 287,500 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
You will also be eligible for equity and benefits (https://www.nvidia.com/en-us/benefits/) . NVIDIA accepts applications on an ongoing basis.
NVIDIA is committed to fostering a diverse 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.