阿里巴巴智能技术-AI应用研发高级工程师-北京
社招全职3年以上技术类-开发地点:北京状态:招聘
工作描述
Qualifications 1. 本科及以上学历,计算机科学、人工智能、软件工程、数学或相关专业。 2. 2年以上软件研发经验,具备扎实的编程能力(Python/Java/C++至少一种),具备数据库设计与开发经验(如MySQL、MongoDB等),有一定复杂项目经验;了解机器学习基础及主流深度学习框架者优先。 3. 对AI有深入认知,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。 4. 有商品理解、信息抽取、NLP或多模态项目经验者优先,熟悉电商领域数据特点和业务逻辑。 5. 具备良好的系统设计能力和工程落地经验,能独立完成模块设计、开发与性能调优。 1. Bachelor's degree or above in Computer Science, Artificial Intelligence, Software Engineering, Mathematics, or related fields. 2. 2+ years of software development experience, with solid programming skills (proficient in at least one of Python, Java, or C++), hands-on experience in database design and development (e.g., MySQL, MongoDB), and experience with complex projects; basic knowledge of machine learning and mainstream deep learning frameworks is a plus. 3. Deep understanding of AI, with mastery of LLM core principles and practical methods, familiarity with Agent framework design logic, and hands-on implementation capability in application-layer technologies such as RAG, prompt engineering, and vectorization. 4. Prior experience in product understanding, information extraction, NLP, or multimodal projects is preferred, along with familiarity with e-commerce data characteristics and busin…
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包括英文材料
学历+
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.
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
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.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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
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