Senior 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 accelerators
- Implement and validate LLM architectures end to end
- Integrate custom accelerator backends into ML serving frameworks
- Mentor engineers and drive design reviews
- Own features end to end from design to integration
- Profile and optimize inference workloads
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | CI/CD | CUDA | CUDA kernels | Collective communication | Decoder Only | Distributed Systems | Hardware simulation | High speed | High-speed interconnect | JAX | KV cache | Linux | Mixture of Experts | Model Parallelism | PyTorch | Python | RDMA | Source Control | TensorRT | Transformer | VLLM
Education
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