英伟达Senior Networking Solution Test Engineer - AI Cluster Debugging
社招全职地点:上海 | 北京状态:招聘
工作描述
任职要求 • B.A./B.Sc. in Computer Science, Electrical Engineering, or equivalent IT/Network/Systems experience. • 10+ years of hands‑on networking or system‑level testing and debugging on Linux. • Strong Linux networking and debugging skills (for example perf, tcpdump, ethtool, iproute2). • Proven production‑grade debugging experience: forming hypotheses, running experiments, and driving issues to root cause under pressure. • Expertise in host‑side NIC validation and tuning (offloads, queues, interrupts, firmware/driver interactions). • Strong knowledge of AI networking libraries (such as NCCL) and protocols (such as RoCE and RDMA), including performance and correctness debugging. • Ability to read and reason about source code (C/C++/Python or similar) and collaborate closely with developers on fixes. • Solid scripting and automation skills with Bash / Python / Ansible for setup, log collection, and experiment orchestration. • Fast learner, familiar with modern AI tools and workflows, able to adapt quickly. • Excellent analytical, problem‑solving and communication s…
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包括英文材料
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
Perf+
https://perfwiki.github.io/main/
perf is powerful: it can instrument CPU performance counters, tracepoints, kprobes, and uprobes (dynamic tracing).
https://www.brendangregg.com/bpf-performance-tools-book.html
This book can help you get the most out of your systems and applications, helping you improve performance, reduce costs, and solve software issues.
[英文] perf Examples
https://www.brendangregg.com/perf.html
These are some examples of using the perf Linux profiler, which has also been called Performance Counters for Linux (PCL), Linux perf events (LPE), or perf_events.
https://www.youtube.com/watch?v=M6ldFtwWup0
NCCL+
https://developer.nvidia.com/nccl
The NVIDIA Collective Communication Library (NCCL) implements multi-GPU and multi-node communication primitives optimized for NVIDIA GPUs and networking.
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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