阿里巴巴数据技术及产品部-大模型数据平台研发工程师/专家-AIData
社招全职5年以上技术类-开发地点:北京 | 杭州状态:招聘
工作描述
任职要求 1. 硕士及以上学历,计算机、人工智能等专业优先,优秀者条件可适当放宽。 2. 具备平台或大数据研发经验,精通Java、Python中至少一种,工程质量与系统设计能力扎实。 3. 具备分布式、微服务与存储/检索系统实践:熟悉ElasticSearch/Lucene或向量检索引擎(Faiss/Milvus/HNSW等),了解相关性调优、召回与排序;熟悉鉴权体系(OAuth/STS/RAM)、任务调度与API/SDK设计。 4. 熟悉数据湖与大数据栈:ODPS/MaxCompute、OSS、Hudi/Iceberg…
登录查看完整工作描述
微信扫码,1秒登录
包括英文材料
学历+
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
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.
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.
微服务+
https://learn.microsoft.com/en-us/training/modules/dotnet-microservices/
Microservice applications are composed of small, independently versioned, and scalable customer-focused services that communicate with each other by using standard protocols and well-defined interfaces.
https://microservices.io/
Microservices - also known as the microservice architecture - is an architectural style that structures an application as a collection of two or more services.
https://spring.io/microservices
Building small, self-contained, ready to run applications can bring great flexibility and added resilience to your code.
https://www.ibm.com/think/topics/microservices
Microservices, or microservices architecture, is a cloud-native architectural approach in which a single application is composed of many loosely coupled and independently deployable smaller components or services.
https://www.youtube.com/watch?v=CqCDOosvZIk
https://www.youtube.com/watch?v=hmkF77F9TLw
Learn about software system design and microservices.
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
ElasticSearch+
https://www.youtube.com/watch?v=a4HBKEda_F8
Learn about Elasticsearch with this comprehensive course designed for beginners, featuring both theoretical concepts and hands-on applications using Python (though applicable to any programming language). The course is structured in two parts: first covering essential Elasticsearch fundamentals including index management, document storage, text analysis, pipeline creation, search functionality, and advanced features like semantic search and embeddings; followed by a practical section where you'll build a real-world website using Elasticsearch as a search engine, working with the Astronomy Picture of the Day (APOD) dataset to implement features such as data cleaning pipelines, tokenization, pagination, and aggregations.
Lucene+
https://lucene.apache.org/core/10_3_1/demo/index.html
This document is intended as a "getting started" guide to using and running the Lucene demos.
https://web.cs.ucla.edu/classes/winter15/cs144/projects/lucene/index.html
Lucene is an extremely rich and powerful full-text search library written in Java.
https://www.baeldung.com/lucene
Apache Lucene is a full-text search engine which can be used from various programming languages.
https://www.youtube.com/watch?v=BvgGgkN3clI
In this presentation I go over Apache Lucene, being the cornerstone technology behind Elasticsearch.
Faiss+
https://faiss.ai/index.html
Faiss is a library for efficient similarity search and clustering of dense vectors.
https://huggingface.co/learn/llm-course/en/chapter5/6
In this section we’ll use this information to build a search engine that can help us find answers to our most pressing questions about the library!
Milvus+
[英文] Tutorials Overview
https://milvus.io/docs/tutorials-overview.md
This page provides a list of tutorials for you to interact with Milvus.
https://www.baeldung.com/milvus-tutorial-intro
In this tutorial, we’ll explore Milvus, a highly scalable open-source vector database.
https://www.youtube.com/watch?v=7ejr_ZzU9jw
Discover the power of Milvus, an open-source vector database revolutionizing AI applications.
https://www.youtube.com/watch?v=Yhv19le0sBw
Vector databases have been trending recently as they power modern search, recommendations, and AI-driven applications.
还有更多 •••
相关职位
社招2年以上技术类-开发
1. 精通java技术栈,包括spring开发套件、多线程、mybatis、maven等; 2. 熟悉python编程语言,熟悉linux系统命令使用,掌握容器技术。 3. 了解代码领域评测技术,有
更新于 2026-09-11杭州
社招3年以上运营-商业伙伴运
1. 本科及以上学历,3年以上资源运营相关经验,熟悉语音、代码、视频、金融、医疗、理工科等经验者优先;硕博优先; 2. 具备大模型数据标注、评测、数据生产项目经验;有专业技术背景优先,算法背景优先;
更新于 2026-08-05北京|杭州
社招5年以上技术类-数据
1.计算机、数学、统计、人工智能、大数据、机器人等相关专业硕士及以上学历,有数据算法相关实践经验,具备多模态/跨模态数据处理实践经验优先; 2. 有相关大规模分布式系统开发经验,熟悉主流大数据存储处理
更新于 2026-05-22杭州