大模型训推平台开发工程师
Tasks
- Build automation toolchains for scalable deployment
- Design platform architecture and implement training and deployment pipelines
- Develop model monitoring and operations modules
- Manage and optimize GPU resource utilization and cost reporting
- Manage full lifecycle of training and inference including scheduling and versioning
- Respond to oncall customization requests for algorithm teams
Perks/Benefits
- N/A
Skills/Tech-stack
Automation tools | CLI | Containers | Cost Optimization | DeepSpeed | GPU resource management | Go | Kubernetes | MLOps | Megatron | Model Inference | Model Training | Multi-tenancy | Networking | Oncall Operations | Python | Resource Management | Resource scheduling | SGLang | Storage | VLLM | Version control
Education
N/A
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