阿里巴巴业务技术-AI应用研发专家-内容消费
社招全职3年以上地点:杭州状态:招聘
工作描述
任职要求 任职要求: 1. 计算机相关专业本科及以上学历,5 年以上后端 / 算法工程 / AI 应用研发经验,熟练掌握 Python,熟悉至少一门工程语言(Java/Go/TypeScript),具备扎实的系统设计、高并发与线上稳定性保障能力。 2. 深入理解大模型工程化实践,熟悉 Prompt Engineering、RAG、Function Calling、Agent 编排范式;有基于 LangGraph、LlamaIndex、AutoGen、Dify、AgentScope 等框架从 0 到 1 搭建 Agent 系统并推向生产的实战经验,能对架构关键路径独立决策。 3. 具备搜推算法工程经验:熟悉召回、排序、重排、多目标、在线学习、特征工程中至少一个方向的完整工程实践;理解 CTR、CVR、时长、GMV等核心指标的建模与优化范式,能与算法同学在同一语言体系下深度共建。 4. 至少一段作为技术负责人主导 AI Agent / LLM 应用在 C 端或 B 端大流量业务落地的完整经历,对准确率、时延、成本、稳定性四项核心指标端到端负责。 5. 具备较强的复杂问题拆解与技术判断力,能在信息不完备下做出可执行的架构决策,并在快速变化的技术环境中保持长期视角与业务结果导向。 加分项: 1. 有虚线带人(3 人及以上小组长)经验,或作为 Tech PM主导过跨团队复杂技术项目(横跨算法 / 工程 / 产品 / 数据),能对项目节奏与技…
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包括英文材料
学历+
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
TypeScript+
https://www.youtube.com/watch?v=JHEB7RhJG1Y
Master TypeScript from basics to advanced concepts through hands-on tutorials covering type annotations, generics, data fetching, Zod library, and more, with practical challenges for effective real-world application.
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.
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
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
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
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