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机器学习平台调度工程师​​（北京/深圳/上海/杭州）

Tencent Technology (Shenzhen) Co., Ltd.

北京Posted Aug 11, 2026
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Tencent Technology (Shenzhen) Co., Ltd.
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Skills named in this posting

  • C++
  • Python
  • PyTorch / TensorFlow
1.主导万卡级GPU集群的全局资源调度，通过精细化管理和优化策略，显著提升资源利用率，确保离线和在线任务的高效稳定运行； 2.深入优化RDMA高速网络、分布式存储与计算资源的协同调度，有效解决大规模训练任务中的性能瓶颈，提升整体计算效率； 3.基于Kubernetes、Docker等云原生技术，构建高可用调度框架，全面支持分布式训练框架，实现任务编排、容灾与混部能力，并深入K8s调度器、CSI插件及CRD的开发，推动大规模训推技术的实际落地； 4.积极探索混合云、虚拟化、ARM异构计算等前沿方向，不断推动技术与平台能力的升级和创新。 1.熟练掌握Go/Python/C++至少一门编程语言，精通数据结构和算法，具备扎实的编程基础和问题解决能力； 2.熟悉Kubernetes核心组件（调度器/网络/存储）、容器运行时及CRD开发，具备丰富的大规模集群调优经验，能够有效应对复杂环境下的调度需求； 3.具备OpenMP/MPI/RDMA高性能计算开发经验，熟悉并行计算原理及优化技巧，能够提升大规模训练任务的执行效率； 4.熟悉主流AI框架（Pytorch/TensorFlow等）及训练加速技术（算子优化/显存管理），能够针对AI任务进行深度优化。

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Original posting: careers.tencent.com

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RISC-V ecosystem

Tencent Technology (Shenzhen) Co., Ltd. in the RISC-V ecosystem

RISC-V International: Premier TSC

Tencent Holdings Ltd. is a Chinese multinational technology and entertainment conglomerate and holding company headquartered in Shenzhen.

  • Tencent joined RISC-V International as China pushed for open-instruction-set alternatives (widely reported)
  • Its TencentOS Tiny IoT operating system is used on RISC-V MCUs, e.g. tutorials pairing TencentOS Tiny with the GD32V RISC-V MCU
  • Also participates in Chinese RISC-V community events such as the RISC-V Forum in Shenzhen

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