阿里巴巴全球速卖通-高级 AI 应用开发工程师(运营平台)-杭州
社招全职2年以上技术类-开发地点:杭州状态:招聘
任职要求
1、本科及以上学历,计算机科学、软件工程、人工智能、数学或相关领域; 2、熟悉Java/Python/C++/Node.js 等至少一门语言,熟悉数据库设计和开发经验(如MySQL、MongoDB等),有一定的复杂项目的经验; 3、有 AI 的认知,掌握LLM核心原理及实践方法,熟悉Agent框架设计逻辑,在RAG/Prompt工程/向量化技术等应用层具备技术落地能力;同时具备大模型微调的实践经验强烈的技术好奇心,持续追踪AI工程化前沿…
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工作职责
团队介绍: AE 技术部致力于打造全球买、全球卖的极致购物体验,通过世界一流的技术架构,服务全球200+多个国家和地区的数亿消费者与数十万卖家。面对多元化的用户需求、本地化挑战以及独特的数据安全政策,我们构建了独特的系统部署与架构设计,涵盖基础链路、用户增长,商家商品,运营平台及泛导购等核心领域,为全球电商业务提供创新解决方案! 职位描述: AI 全栈工程师是一个高度综合性的技术角色,要求工程师能够覆盖AI智能领域的全流程开发工作,需要在掌握传统工程研发、机器学习、深度学习的核心技术的同时,还需熟悉从数据处理、模型训练到部署落地的各个环节,并具备跨团队协作的能力。 主要工作内容: 1、负责电商领域AI相关产品的全流程开发,包括但不限于大模型 Agent 应用的架构设计、工程实现、系统部署及迭代优化; 2、参与大模型技术在多场景解决方案中的落地实施,开展技术攻关与效果验证,推动 AI 能力在商业化场景的价值转化; 3、主导/参与大模型应用开发和技术中台建设,持续优化系统架构的高可用性、可扩展性及服务稳定性; 4、探索前沿技术落地可能性,参与技术决策并推动关键技术预研,构建企业大模型应用技术生态; 5、协同运营、产品、设计等协同团队共同完成复杂项目的技术方案设计与实施。
包括英文材料
学历+
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.
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.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
JavaScript+
https://developer.mozilla.org/zh-CN/docs/Learn_web_development/Core/Scripting
[英文] Learn JavaScript
https://learnjavascript.online/
The easiest way to learn & practice modern JavaScript
[英文] Learn JavaScript
https://web.dev/learn/javascript
https://www.youtube.com/watch?v=zuKbR4Q428o
Write bulletproof JavaScript code with unit testing!
Node.js+
https://liaoxuefeng.com/books/javascript/nodejs/index.html
从本章开始,我们就正式开启JavaScript的后端开发之旅。
https://www.youtube.com/watch?v=32M1al-Y6Ag
This is an intro to Node.js. No frameworks or libraries.
https://www.youtube.com/watch?v=zb3Qk8SG5Ms&list=PL4cUxeGkcC9jsz4LDYc6kv3ymONOKxwBU
In this Node JS tutorial I'll introduce to what exactly Node is all about, why we'd use it and the technologies you'll need to be familiar with to get started.
MySQL+
https://juejin.cn/post/7190306988939542585
这是一篇 MySQL 通关一篇过硬核经验学习路线,包括数据库相关知识,SQL语句的使用,数据库约束,设计等。
[英文] MySQL Tutorial
https://www.mysqltutorial.org/
your go-to resource for mastering MySQL in a fast, easy, and enjoyable way.
https://www.youtube.com/watch?v=5OdVJbNCSso
MySQL SQL tutorial for beginners
https://www.youtube.com/watch?v=7S_tz1z_5bA
This beginner-friendly course teaches you SQL from scratch.
MongoDB+
https://learnxinyminutes.com/mongodb/
MongoDB is a NoSQL document database for high volume data storage.
https://studio3t.com/academy/#courses
The fastest way to learn MongoDB
https://www.youtube.com/watch?v=c2M-rlkkT5o
This video will give you and introduction to MongoDB in 1 Hour. Afterwards I recommend exploring aggregation, replication, and sharding.
https://www.youtube.com/watch?v=ExcRbA7fy_A&list=PL4cUxeGkcC9h77dJ-QJlwGlZlTd4ecZOA
You'll learn how to use MongoDB (a NoSQL database) from scratch. You'll also learn how to integrate it into a simple Node.js API.
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
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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