Principal Software Developer – AI/ML Performance Validation & Systems Testing
Tasks
- Architect test infrastructure
- Build distributed test runners
- Create reproducible benchmark methodology
- Define release qualification gates
- Drive multi day escalation debugging
- Execute stress soak and fault injection testing
- Implement CI test automation
- Lead multi GPU multi node system validation
- Mentor validation engineers
- Own end to end validation architecture
- Perform performance regression testing
- Represent ROCm validation externally
Perks/Benefits
- N/A
Skills/Tech-stack
BMC | Benchmarking | C++ | CI/CD | CUDA | Distributed Systems | Docker | Ethernet | Fault injection | GPU drivers | GitHub Actions | IPMI | Infiniband | Infinity fabric | JAX | Jenkins | Libfabric | Linux | MPI | NCCL | OneAPI | PCIe | Performance Profiling | PyTorch | Python | RAS Testing | RCCL | ROCm | Redfish | Regression Analysis | SYCL | TensorFlow | Test automation | Test infrastructure | Triton | Trunk-based | Trunk-based development | UCX | VLLM | XGMI
Education
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