企业微信-机器学习平台调度工程师-(成都/北京)
Tencent Technology (Shenzhen) Co., Ltd.
广州Posted Aug 11, 2026
Overview
- Added in 30 days
- 528
- At this company, still open
Skills named in this posting
- C++
- Python
- PyTorch / TensorFlow
1.主导大规模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、虚拟化等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.熟悉至少一种主流深度学习框架,例如Pytorch/TensorFlow/Megatron/Deepspeed等;
5.该岗位支持base广州、成都、北京。
Apply on the employer's site
Original posting: careers.tencent.com
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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