【上海 HPC Engineer招聘】-猎头顾问上海招聘信息-猎聘

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合伙人 · 上海默锐企业管理咨询有限公司

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职位介绍: 岗位职责 / Responsibilities 我们正在寻找一位 HPC / GPU 集群工程师，协助设计、运营并持续优化公司用于分布式模型训练及高性能计算的大规模 GPU 计算环境。您将端到端负责集群的性能与稳定性——从 GPU 硬件与互联网络，到存储层、调度系统、监控平台，以及保障数百块加速器高效运行的全套工具链。 We are looking for an HPC / GPU Cluster Engineer to help design, operate, and continuously optimize our large-scale GPU compute environment used for distributed model training and high-performance workloads. You will own the performance and reliability of the cluster end to end — from the GPUs and interconnect fabric up through the storage layer, scheduler, monitoring, and the tooling that keeps hundreds of accelerators running efficiently. 任职要求 / Qualifications 具备生产环境下大规模 GPU 或 HPC 集群的运营经验，能够系统性地识别并解决性能瓶颈。 Experience operating large GPU or HPC clusters in production, identifying performance bottlenecks and resolving them systematically. 具备 RDMA 编程及底层调试的实战经验，包括 RDMA verbs / libibverbs、内存注册、队列对、完成队列、RDMA 读写、发送/接收操作及性能基准测试。 Hands-on experience with RDMA programming and low-level RDMA debugging, including RDMA verbs / libibverbs, memory registration, queue pairs, completion queues, RDMA read/write, send/recv, and performance benchmarking. 熟悉分布式训练的核心底层技术，包括 InfiniBand 和/或 RoCEv2、GPUDirect RDMA、GPUDirect Storage、NCCL、CUDA 驱动及 OFED。 Practical experience with the technologies underpinning distributed training, including InfiniBand and/or RoCEv2, GPUDirect RDMA, GPUDirect Storage, NCCL, CUDA drivers, and OFED. 具备 Slurm 等调度系统的使用经验，包括安装配置、队列/分区管理、作业故障排查及监控。 Experience with workload schedulers such as Slurm, including setup, configuration, queue/partition management, job troubleshooting, and monitoring. 具备高性能共享存储或并行/分布式文件系统的搭建与管理经验，如 Lustre、BeeGFS、WEKA、VAST、DDN/ExaScaler 等。 Experience setting up and managing high-performance shared storage or parallel/distributed filesystems such as Lustre, BeeGFS, WEKA, VAST, DDN/ExaScaler, or similar systems. 熟练掌握 Python、Bash，优先具备 C/C++ 能力，用于集群自动化、诊断、基准测试及监控开发。 Solid scripting/programming ability in Python, Bash, and preferably C/C++, for cluster automation, diagnostics, benchmarking, and monitoring. 熟悉 HPC 网络设计，包括阻塞与非阻塞网络架构、InfiniBand、高性能以太网、网络拓扑、拥塞控制及端到端带宽/延迟故障排查。 Familiarity with HPC networking, including blocking vs. non-blocking fabric design, InfiniBand, high-performance Ethernet, topology, congestion, and end-to-end bandwidth/latency troubleshooting. 扎实的 Linux 系统管理能力，包括网络配置、文件系统管理、内核/驱动问题处理、进程与资源管理及性能调试。Strong Linux system administration skills, including networking, filesystems, kernel/driver issues, process/resource management, and performance debugging.

其他信息: 语言要求：英语; 行业要求：基金/证券/期货

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