英伟达Senior DGX Cloud AI Infrastructure Software Engineer
社招全职地点:上海状态:停招♡ 收藏
工作描述
任职要求 • Minimum of 8+ years of experience in developing software infrastructure for large scale AI systems. • Bachelor's degree or higher in Computer Science or a related technical field (or equivalent experience). • Strong debugging skills and experience in analyzing and triaging AI applications from the application level to the hardware level. • Proven track record in building and scaling large-scale distributed systems. • Experience with AI training and inferencing and data infrastructure services. • Familiar in operating large-scale observability platforms for monitoring and logging (e.g., ELK, Prometheus, Loki). • Proficiency in programming languages such as Python, C/C++, script languages • Excellent communication and collaboration skills, and a culture of diversity, intellectual curiosity, problem solving, and openness are essential. Ways to stand out from the crowd: • Experience in working with the large scale AI cluster • Strong understanding of NVIDIA GPUs, network technologies (RDMA, IB, NCCL) • Good understanding on DL frameworks internal PyTorch, TensorFlow, JAX, and Ray • Experience and root cause analysis of failures and datacenter scale • Strong background in software design and development. NVIDIA leads the …
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包括英文材料
ELK+
https://logz.io/learn/complete-guide-elk-stack/
With millions of downloads for its various components since first being introduced, the ELK Stack is the world’s most popular log management platform.
https://www.baeldung.com/ops/elk
In this tutorial, we’ll learn about the basics of the ELK stack.
https://www.youtube.com/watch?v=jk4RoEYCZTo
explains how to install and configure ELK (Elastic Search, Logstash, Kibana) Stack, a log management solution for analyzing and visualizing your data.
Prometheus+
https://grafana.com/docs/grafana/latest/getting-started/get-started-grafana-prometheus/
Prometheus is an open source monitoring system for which Grafana provides out-of-the-box support.
https://prometheus.io/docs/tutorials/getting_started/
Prometheus is a system monitoring and alerting system.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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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