Senior Engineer - Large Model and Training System Performance Optimization
Tasks
- Accelerate training algorithms for AI models
- Assist project planning and technology roadmaps
- Collaborate with global research teams
- Develop proof of concept for training optimization
- File patents for critical algorithms
- Generate research reports and proposals
- Implement mixed precision and model compression
- Optimize training using optimizers and loss functions
- Publish AI research papers
- Track AI technology trends
Perks/Benefits
- N/A
Skills/Tech-stack
AI acceleration | AI accelerators | Artificial Intelligence | C# | C++ | DLProf | Deep learning | Deep reinforcement learning | DeepSpeed | Distributed Training | Full Stack | Full Stack AI Acceleration | Full-stack AI | GPU Architecture | GPU Optimization | Megatron | Mixed Precision | Model Compression | NPU optimization | Nsight Compute | Nsight Systems | Performance Analysis | Performance optimization | PyTorch | Python | Ray | Reinforcement Learning | System Performance | System Performance Optimization | VeRL
Education
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