阿里巴巴1688-AI引擎算法工程师-浙江杭州
社招全职1年以上地点:杭州状态:招聘
任职要求
1.本科及以上学历,熟悉 C/C++(核心引擎模块开发)、熟悉 Java(业务系统对接),熟悉Python优先(AI 模型工程化); 2.精通搜索引擎知识,熟悉倒排索引、向量索引,熟悉sql化语法,具备电商领域搜索、推荐领域经验者优先,具备rag系统开发经验者优先; 2.精通 Linux 高性能网络编程,深入理解多线程、高并发处理、内存管理技术; 3.具备极强的逻辑思维与跨团…
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工作职责
1.构建 AI 原生的引擎核心系统,负责agent搜索体系下引擎架构的长周期基建;优化引擎与 AI 推理服务的协同调度逻辑,通过持续不断的抽象、沉淀、重构,持续提升引擎的性能、稳定性和迭代效率; 2.聚焦大模型、深度学习框架(PyTorch/TensorFlow)的算法工程体系,实现算法模型的端到端部署,同时搭建支持 AI 推理的离线 / 在线数据流链路(基于 MaxCompute、Flink 及特征工程平台); 3.拥有创新意识,懂算法,懂设计,懂产品思维,解构从用户需求到算法方案到工程实现的全链路,能够结合业界先进思想进行技术攻坚和突破,驱动业务发展。
包括英文材料
学历+
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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
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.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
还有更多 •••
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