腾讯腾讯云-规划架构师-AI&GPU方向
社招全职CSIG技术地点:深圳状态:招聘
任职要求
1.计算机相关专业本科及以上学历,有互联网产品或云平台的后台开发经验,有LLM算力集群开发/运维,HPC性能优化者优先; 2.熟悉GPU原理,了解Nvidia/AMD/Intel/昇腾等现代GPU体系结构者优先; 3.有DeepSeeK、OpenAI等大模型开发或应用软件开发,及AI相关框架/软件,如PyTorch、TensorFlow、Horovod等项目优化或开源经验者优先; 4.有高并发、高可靠、大规模的后台服务系统架构设计经验者优先; 5.工作踏实、积极主动、能够承受一定的工作压力; 6.具有良好的分析、研究和解决问题能力,具备较强的沟通表达、团队协作和项目管理能力。 加分项 1.在同等条件下,通过腾讯云认证或取得同等资格认证的候选人,我们会优先考虑。
工作职责
1.负责腾讯云异构/AI产品的技术架构分析与对比,深入剖析技术细节,挖掘成本优化空间; 2.负责持续跟踪AI芯片/AI行业技术发展趋势,探索分析领域技术发展,规划并落地长周期产品降本路线; 3.参与腾讯云异构类机型规划和生命周期管理,参与制定硬件技术降本方案,并推动在公司内规模应用; 4.参与跨事业群、跨部门的联合项目管理工作。
包括英文材料
学历+
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
HPC+
https://www.ibm.com/think/topics/hpc
HPC is a technology that uses clusters of powerful processors that work in parallel to process massive, multidimensional data sets and solve complex problems at extremely high speeds.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
高并发+
https://www.baeldung.com/concurrency-principles-patterns
In this tutorial, we’ll discuss some of the design principles and patterns that have been established over time to build highly concurrent applications.
https://www.baeldung.com/java-concurrency
Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.
https://www.oreilly.com/library/view/concurrency-in-go/9781491941294/
You’ll understand how Go chooses to model concurrency, what issues arise from this model, and how you can compose primitives within this model to solve problems.
https://www.oreilly.com/library/view/modern-concurrency-in/9781098165406/
With this book, you'll explore the transformative world of Java 21's key feature: virtual threads.
https://www.youtube.com/watch?v=qyM8Pi1KiiM
https://www.youtube.com/watch?v=wEsPL50Uiyo
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
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