Senior Software Engineer, CUTLASS Kernels
NVIDIA · Durham, NC · 2 wk ago
EngineeringFull-time
About the role
NVIDIA's high-performance computing platforms are powering the AI revolution across many applications and industries. Within our software stack, CUTLASS stands out as a popular open-source ecosystem dedicated to high-performance linear algebra and Tensor Core primitives.
Responsibilities
- Write Tensor Core-based deep learning kernels such as grouped-GEMM, attention, and convolution using CUTLASS CUDA C++ and Python DSL for Blackwell, Rubin, and future architectures.
- Optimize kernels for peak throughput on both silicon and software performance simulators.
- Collaborate with teams across NVIDIA including the GPU architecture, NVVM/PTX compiler, CUDA library, and DL frameworks teams to ensure fast, functional, and timely kernel delivery to customers.
Requirements
- Masters or PhD degree in Computer Science, Computer Engineering, or related field (or equivalent experience).
- 3+ years of relevant industry experience.
- Strong proficiency in C++ programming and software design, including debugging, performance evaluation, and testing.
- Experience with CUDA, OpenCL, HIP, SYCL, Mojo, Pallas, Triton, Mosaic, Halide, or any general-purpose or domain-specific programming language targeting highly parallel accelerators.
- Deep understanding of computer architecture and some experience working at the assembly level.
Qualifications
- Experience writing code specifically targeting NVIDIA Tensor Cores, particularly through PTX or CUDA/cuTile.
- Open-source contributions to math kernel libraries or frameworks.
Skills
- Strong programming skills in C++, CUDA, and related languages.
- Experience with deep learning frameworks and algorithms.
- Knowledge of GPU architecture and optimization techniques.
Benefits
- NVIDIA is widely considered to be one of the technology world’s most desirable employers.
- The base salary range is 152,000 USD - 241,500 USD for Level 3, and 184,000 USD - 287,500 USD for Level 4.
- You will also be eligible for equity and benefits.
Pay
Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
Schedule
Applications for this job will be accepted at least until June 5, 2026.