阿里云阿里云智能-MaxCompute后端研发专家-平台研发方向
社招全职6年以上云智能集团地点:北京 | 杭州状态:招聘
任职要求
1.精通一门以上脚本语言(shell/perl/python等). 2.有扎实的Java/C++后端开发基础(熟悉io、多线程、集合等基础框架,熟悉分布式、缓存、消息等机制). 3.熟练使用Java后端开源框架,spring cloud、spring boot、mybatis等; 4.具备良好的面向对象编程经验,深入理解OO、AOP思想,具有很强的系统…
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工作职责
1)参与MaxCompute新一代数据通道协议的开发演进工作; 2)参与数据通道团队整体稳定性相关业务的支撑工作; 3)负责MaxCompute数据链路SDK的开发工作,包括Java、C++、Go、Python等; 4)负责推进上下游服务的集成工作,如Flink、数据集成、生态MMA等。
包括英文材料
脚本+
[英文] Scripting language
https://en.wikipedia.org/wiki/Scripting_language
https://zhuanlan.zhihu.com/p/571097954
一个脚本通常是解释执行而非编译。脚本语言通常都有简单、易学、易用的特性,目的就是希望能让程序员快速完成程序的编写工作。
Bash+
[英文] The Bash Guide
https://guide.bash.academy/
A quality-driven guide through the shell's many features.
https://www.youtube.com/watch?v=tK9Oc6AEnR4
Understanding how to use bash scripting will enhance your productivity by automating tasks, streamlining processes, and making your workflow more efficient.
Perl+
https://www.perl.org/learn.html
Useful links if you are interested in learning Perl
https://www.runoob.com/perl/perl-tutorial.html
本教程适合想从零开始学习 Perl 编程语言的开发人员。当然本教程也会对一些模块进行深入,让你更好的了解 Perl 的应用。
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
后端开发+
https://www.youtube.com/watch?v=tN6oJu2DqCM&list=PLWKjhJtqVAbn21gs5UnLhCQ82f923WCgM
Learn what technologies you should learn first to become a back end web developer.
多线程+
https://liaoxuefeng.com/books/java/threading/basic/index.html
和单线程相比,多线程编程的特点在于:多线程经常需要读写共享数据,并且需要同步。
https://www.youtube.com/watch?v=_uQgGS_VIXM&list=PLsc-VaxfZl4do3Etp_xQ0aQBoC-x5BIgJ
https://www.youtube.com/watch?v=IEEhzQoKtQU
https://www.youtube.com/watch?v=mTGdtC9f4EU&list=PLL8woMHwr36EDxjUoCzboZjedsnhLP1j4
https://www.youtube.com/watch?v=TPVH_coGAQs&list=PLk6CEY9XxSIAeK-EAh3hB4fgNvYkYmghp
https://www.youtube.com/watch?v=xPqnoB2hjjA
This video is an introduction to multithreading in modern C++.
https://www.youtube.com/watch?v=YKBwKy5PrpQ
Rust threading is easy to implement and improves the efficiency of your applications on multi-core systems!
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
Spring Cloud+
[英文] Spring Cloud Series
https://www.baeldung.com/spring-cloud-series
Learn Spring Cloud including concepts, additional libraries and examples for distributed systems.
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1. 负责MCQA2.0性能优化和稳定性提升,提升MaxCompute在中小数据规模下的竞争力。 2. 负责SQL引擎核心优化,深入理解线上业务SQL使用方式,关注业界通用Benchmark,分析性能瓶颈并针对性改进等。 3. 负责SQL引擎控制链路的架构演进和持续优化(全链路 Cache、异步化改造等),提升性能及稳定性。 4. 探索SQL引擎新硬件(GPU、FPGA等)适配,为MaxCompute提供更高性价比硬件资源。 5. 支持SQL引擎线上业务,包括疑难问题答疑、线上稳定性改进、提升系统可观测性及用户使用体验等。
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