Senior Staff Tech Lead Manager, TPU Workload Onboarding and Optimization
Tasks
- Collaborate with machine learning research and optimization teams
- Develop training and inference serving frameworks
- Lead workload onboarding and optimization
- Onboard customer workloads to production and optimization
- Prepare and optimize large reference models
- Set technical direction and architecture
- Ship stable stack for TPU based training and inference
Perks/Benefits
- N/A
Skills/Tech-stack
Accelerator optimization | Data Processing | Debugging | DeepSpeed | Distributed Computing | Fine Tuning | GPU | HPC | Inference Serving | Machine Learning | Megatron-LM | Model Deployment | Model Evaluation | Model Inference | Model Optimization | Model Serving | Model Training | Network Optimization | Neural Network | Neural Network Optimization | PyTorch | Python | SGLang | TPU | TensorFlow | TensorRT-LLM | Training and Inference Serving | Training and inference | VLLM
Education
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