TIONE-大模型训推平台技术支持专家
Core
Provide Level 2 technical support for Tencent Cloud's large model training and inference platform, ensuring efficient and stable operation for customers.
Role type
Senior IC AI Infrastructure Support Engineer
Builds
Large model training and inference services on Tencent Cloud
Domain
Cloud computing + AI Infrastructure (LLM Ops)
Deliverable
production ML models
Required skills
Kubernetes (K8s), Docker, Linux system tuning, distributed systems, LLM training/inference workflows, performance analysis, root cause analysis
Preferred skills
AIOps, AI Native operations, automated observability tool development, capacity planning for GPU resources
Technologies
Kubernetes, Docker, Linux, GPU clusters, distributed training frameworks
Responsibilities
Resolve technical issues in training and inference pipelines; analyze online faults to drive product iteration; identify platform bottlenecks and optimize architecture; develop automated observability and maintenance tools; plan capacity for GPU and inference services.
