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Kuaishou Technology Linkedin · Posted 1mo ago

AI云原生架构工程师-【算法引擎部】

Haidian District

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1. 为快手打造大模型AI云原生K8s 基础设施建设,具备万卡以上规模的CPU/GPU调度能力,支撑包括 可灵大模型、搜推广 等核心模型的训练与推理调度;

2. 支撑数据、训练、推理等全场景AI负载生命周期管理,构建训推一体的统一调度架构,落地统一的配额和算力管理机制,实现负载高效协同与资源精准管控;

3. 深耕 GPU 调度与性能优化,落地 GPU 拓扑感知、优先级、抢占、QoS 感知等调度能力,支撑万卡级大规模 AI 任务高效运行;

4. 聚焦大模型云原生基础设施建设,负责高性能网络与存储加速、多云部署与调度能力,解决大模型训推理在通信、调度上的关键挑战,持续推动云原生与 AI 技术深度融合与架构创新。

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