Senior Software Engineer - GPU Kernel Authoring & Optimization
Tasks
- Author profile and optimize CUDA kernels
- Build reproducible microbenchmarks and roofline analyses
- Ensure reproducible and well documented benchmarking processes
- Implement and maintain benchmarking workflows for MLPerf runs
- Lead design reviews and architecture decisions
- Mentor junior engineers and review cross team designs
- Optimize for GPU hardware performance
- Use kernel authoring DSLs and compilers to prototype kernels
- Validate end to end benchmark results for model serving stacks
Perks/Benefits
Skills/Tech-stack
Benchmarking | C++ | CUDA | CUDA programming | CUDALibs | GPU Architecture | Kernel Authoring DSL | Kernel authoring | Kernel optimization | Kubernetes | MLPerf | Memory Coalescing | Microbenchmarking | NCCL | Nsight Compute | Nsight Systems | Occupancy Tuning | Python | Register Usage | Roofline model | Shared Memory | Slurm | Tensor cores | TensorRT-LLM | VLLM
Education
N/A
Regions
Countries
States
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