AI Software Development Eng.
Tasks
- Develop and maintain internal training framework
- Implement parallelism strategies
- Improve communication scheduling and kernel overlap
- Integrate and adapt open source training frameworks
- Investigate and resolve system level bottlenecks
- Optimize distributed training pipelines
- Support model training workloads performance stability scalability
- Tune core operators performance
Perks/Benefits
- N/A
Skills/Tech-stack
CUDA | Data parallelism | Debugging | DeepSpeed | Distributed Training | Fairscale | HIP | Megatron-LM | NCCL | Pipeline parallelism | Profiling | PyTorch | Python | RCCL | Tensor Parallelism | TorchTitan | Tracing | Zero
Education
N/A
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