蚂蚁金服蚂蚁集团-数智研发平台-JAVA技术专家-杭州
社招全职3年以上技术-开发地点:杭州状态:招聘
任职要求
1. 3年以上工作经验,计算机等相关专业本科以上学历 ,具备扎实的JAVA开发基本功; 2. 掌握大数据计算技术体系,至少熟悉hadoop/spark/flink/storm中的一种引擎; 3. 熟悉常用中间件,包括缓存、对象存储、消息队列等等,以能解决实际问题为佳; 4. 有很强的分析复杂问题和解决复杂问题的能力,有强烈的责任心和使命感;有创新精神,乐于和热于技术钻研。 5. 能对分布式应用进行合理设计,以能解决实际问题为佳,能分析利弊 加分; 6. 有数据平台工作经验、有数据湖研发经验 加分; 7. 有大模型应用开发经历 或者 有主动的广泛且系统学习过大模型知识的 加分; 8. 良好的叙事逻辑(包括 逻辑思维能力 + 语言表达能力 + 项目沟通协调能力)加分;
工作职责
1、负责蚂蚁全站数据研发平台Dataphin实时相关体系建设,包括通用+智能(流批一体,Codeless)研发平台,质量保障平台,支撑智能化商业决策和运营,让数据快速释放价值; 2、负责蚂蚁全站数据研发平台Dataphin基础设施相关体系建设,保障全站用户稳定,高效,安全进行数据生产建设; 3、负责蚂蚁集团受控加工平台的应用架构设计和系统实施,通过体系化并具有前瞻性的能力建设,确保研发时即受控保障、事前可灰度观测、事中可观测预警、事后可应急快恢,使得数据三板斧和数据SLA在蚂蚁数据域全面落地。
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.
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.
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持,它允许使用简单的编程模型跨计算机群集分布式处理大型数据集,并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
Flink+
https://nightlies.apache.org/flink/flink-docs-release-2.0/docs/learn-flink/overview/
This training presents an introduction to Apache Flink that includes just enough to get you started writing scalable streaming ETL, analytics, and event-driven applications, while leaving out a lot of (ultimately important) details.
https://www.youtube.com/watch?v=WajYe9iA2Uk&list=PLa7VYi0yPIH2GTo3vRtX8w9tgNTTyYSux
Today’s businesses are increasingly software-defined, and their business processes are being automated. Whether it’s orders and shipments, or downloads and clicks, business events can always be streamed. Flink can be used to manipulate, process, and react to these streaming events as they occur.
Apache Storm+
[英文] Tutorial
https://storm.apache.org/releases/2.6.0/Tutorial.html
In this tutorial, you'll learn how to create Storm topologies and deploy them to a Storm cluster.
https://www.baeldung.com/apache-storm
This tutorial will be an introduction to Apache Storm, a distributed real-time computation system.
中间件+
https://www.youtube.com/watch?v=1oWPUpMheGk
缓存+
https://hackernoon.com/the-system-design-cheat-sheet-cache
The cache is a layer that stores a subset of data, typically the most frequently accessed or essential information, in a location quicker to access than its primary storage location.
https://www.youtube.com/watch?v=bP4BeUjNkXc
Caching strategies, Distributed Caching, Eviction Policies, Write-Through Cache and Least Recently Used (LRU) cache are all important terms when it comes to designing an efficient system with a caching layer.
https://www.youtube.com/watch?v=dGAgxozNWFE
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
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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