阿里巴巴1688-AI工程技术-杭州
社招全职2年以上地点:杭州状态:招聘
任职要求
1. AI工程经验: 具备扎实的AI模型(特别是大模型LLM)的工程化、部署、优化和上线经验,熟悉AI推理加速技术。 2. 系统架构能力: 熟练掌握分布式系统、高并发系统设计,有构建或维护大规模服务化平台经验。 3. 编程与工具链: 精通至少一门主流编程语言(如Java, Python),熟悉AI开发和部署相关的工具链和框架。 4. 技术敏…
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工作职责
1. AI工程落地: 负责将前沿AI技术(如大模型LLM、Agent框架等)工程化、产品化,并实现大规模线上部署与服务。 2. 系统架构设计: 参与设计和构建支持AI能力的高性能、高可用、可扩展的基础架构,包括但不限于计算、存储、推理加速等。 3. 平台化建设: 打造AI能力平台,赋能业务侧快速集成和应用AI技术,提升整体效能。 4. 技术预研与创新: 探索和应用先进的AI工程技术,解决业务中的挑战性问题,驱动技术创新。 5. 端到端解决方案: 贯穿AI需求、模型部署、线上服务、效果评估的全链路,提供可靠的工程解决方案。
包括英文材料
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
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
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.
还有更多 •••