蚂蚁金服蚂蚁集团-JAVA研发专家-北京（AB 实验方向）
社招全职3年以上技术-开发地点：北京状态：招聘
任职要求
1. 计算机相关专业，3年以上Java应用开发经验，有大型软件项目或互联网软件开发经验； 2.JAVA基础扎实，精通多线程编程，缓存，消息队列等机制；熟悉JVM，包括内存模型、类加载机制以及性能优化； 3.对各种开源的框架如Spring、Ibatis等有深入了解，精通关系型数据库设计及SQL，熟悉unix/linux操作系统； 4.有大流量高并发系统设计和性能调优经验优先。具备良好的识别业务关键需求和设计领域模型能力优先； 5.有 AB 实验系统研发和设计经验者优先。
工作职责
1.负责蚂蚁集团 AB 实验平台的建设，包括实验分流、计算，报表等功能的技术方案设计和实现； 2.参与各业务 BG 实验平台的使用，确保可提供准确/丰富/灵活的分析能力，指导业务决策； 3.通过不断技术研究和创新，保障实验平台的科学性，稳定性和性能，提高用户满意度。
包括英文材料
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.
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
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
JVM+
https://www.freecodecamp.org/news/jvm-tutorial-java-virtual-machine-architecture-explained-for-beginners/
https://www.youtube.com/watch?v=e2zmmkc5xI0
Spring+
https://liaoxuefeng.com/books/java/spring/index.html
Spring是一个支持快速开发Java EE应用程序的框架。它提供了一系列底层容器和基础设施，并可以和大量常用的开源框架无缝集成，可以说是开发Java EE应用程序的必备。
https://spring.io/guides/gs/rest-service
https://spring.io/quickstart
Level up your Java code and explore what Spring can do for you.
iBATIS+
[英文] iBATIS Tutorial
https://www.tutorialspoint.com/ibatis/index.htm
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.
Unix+
[英文] The UNIX® Standard
https://www.opengroup.org/membership/forums/platform/unix
https://www.youtube.com/watch?v=IrDUcdpPmdI
UNIX is an operating system which was first developed in the 1970s, and has been under constant development ever since.
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
高并发+
https://www.baeldung.com/concurrency-principles-patterns
In this tutorial, we’ll discuss some of the design principles and patterns that have been established over time to build highly concurrent applications.
https://www.baeldung.com/java-concurrency
Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.
https://www.oreilly.com/library/view/concurrency-in-go/9781491941294/
You’ll understand how Go chooses to model concurrency, what issues arise from this model, and how you can compose primitives within this model to solve problems.
https://www.oreilly.com/library/view/modern-concurrency-in/9781098165406/
With this book, you'll explore the transformative world of Java 21's key feature: virtual threads.
https://www.youtube.com/watch?v=qyM8Pi1KiiM
https://www.youtube.com/watch?v=wEsPL50Uiyo
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.
性能调优+
https://goperf.dev/
The Go App Optimization Guide is a series of in-depth, technical articles for developers who want to get more performance out of their Go code without relying on guesswork or cargo cult patterns.
https://web.dev/learn/performance
This course is designed for those new to web performance, a vital aspect of the user experience.
https://www.ibm.com/think/insights/application-performance-optimization
Application performance is not just a simple concern for most organizations; it’s a critical factor in their business’s success.
https://www.oreilly.com/library/view/optimizing-java/9781492039259/
Performance tuning is an experimental science, but that doesn’t mean engineers should resort to guesswork and folklore to get the job done.
相关职位
社招3年以上D6219
1、协同数据研发，负责A/B实验数据生产自动化，监控和保障，持续提升实验数据生产的时效性； 2、协同底层引擎，持续优化实验结果查询的时效性和稳定性； 3、协同产品团队，负责常用的实验分析能力的研发； 4、协同数据科学团队，负责常用的统计推断和因果推断能力的研发。
更新于 2024-10-30
社招3-5年D6219
1、负责快手AB实验中台功能建设，支撑快手核心业务通过实验高效迭代； 2、负责平台产品功能迭代，解决复杂实验场景下性能优化和稳定性保障的技术挑战； 3、配合数据科学和产品参与平台运营、推广实验文化，提升业务实验规范性和决策效率。
更新于 2024-10-30
社招5年以上技术
1. 负责AB实验平台核心子系统（实验管理/流量管理/指标计算）的架构设计、技术攻坚与演进优化，保障亿级流量下高可用、高性能与数据一致性 2. 熟悉A/B测试统计原理，推动分层实验/动态流量分配等前沿技术落地，主导大数据与云原生技术栈升级 3. 技术权赋能全集团，对接业务/算法团队提供解决方案，推动平台推广与体验优化 4. 构建高可用体系，主导技术规范与质量保障，提升稳定性
更新于 2025-10-11
社招7年以上新浪&微博
1. 业务与效果驱动深入理解广告业务目标与变现模式，将业务需求转化为可落地的算法与 系统方案。 2.主导广告业务的整体效果优化，包括投放ROI 提升，站内外流量协同，以及用户体验优化等全链路优化工作。 3对广告业务关键指标进行持续监控，定位问题并快速制定改进方案。 4基于数据分析和建模，设计并迭代广告投放、竞价、预算分配等核心算 法模型和策略，持续提升投放效果，平衡短期收益与长期生态健康。 2. 技术前瞻与团队赋能 l 关注广告技术领域前沿趋势，并将前沿技术（如 AI 大模型、跨媒体联盟投放优化等）引入实际业务场景，持续提升广告系统的智能化水平。 l 带领或指导团队成员开展算法研发、实验设计及结果分析工作，提升整体技术能力与业务理解力。 3. 跨团队协作与项目落地 l 与产品、运营、工程等团队紧密合作，推动AI+广告技术方案快速落地 l 参与广告平台架构与策略体系的设计规划，提升整体投放效果与系统稳 定性。 l 主导跨部门项目，协调资源推动复杂系统按时上线，确保预期效果达成
更新于 2025-08-20