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Open nowPosted 154 days ago

分布式训练架构师

sii-czxy/index44 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now分布式训练架构师sii-czxy/index · Shanghai, Chinese Mainland

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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.3%14 days
  5. 35.6%30 days
  6. 57.8%60 days
This job: posted 154 days ago

The posting

1.主导千卡/万卡级别大模型分布式训练系统的架构设计与实现​ 2.设计并优化 3D 并行策略（张量并行 + 流水线并行 + 数据并行）​ 3.解决大规模训练中的稳定性、效率、通信优化等问题​ 4.制定技术路线图，指导团队技术方向​ 5.与算法团队紧密协作，针对模型特性定制优化方案​

  • 5+ 年大规模分布式系统经验，有万卡集群训练经验优先​
  • 深入理解 Megatron-LM、DeepSpeed、ColossalAI 等训练框架源码​
  • 精通 NCCL/CCL 通信库，有通信优化经验​
  • 熟悉 CUDA 编程，了解 GPU 硬件架构​
  • 具备系统性能调优经验，MFU 优化实战案例​
  • 良好的团队协作与跨团队沟通能力​

加分项：​ •顶会论文（SC、PPOPP、HPC 等）​ •开源项目核心贡献者​ •针对特定模型（GPT、LLaMA、Moe）的训练优化经验

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