ML Software Engineer, Data Plane
Tasks
- Build and maintain test infrastructure for correctness validation
- Contribute to CI CD pipelines for correctness and performance
- Develop and optimize compute kernels for ML accelerator
- Drive latency and throughput improvements across stack
- Implement and validate LLM architectures end to end
- Integrate accelerator backends into ML serving frameworks
- Own features end to end from design to integration
- Profile and optimize inference workloads
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CI/CD | Computer Architecture | Distributed Systems | Dynamo | JAX | Memory Management | Mixture of Experts | Model Parallelism | Operating Systems | Parallel Computing | PyTorch | Python | SGLang | TensorRT | TorchXLA | Transformer | VLLM
Education
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