百度Java后端高级工程师(J80990)
社招全职3年以上ACG地点:北京状态:招聘
任职要求
-本科(全日制统招)以上学历,三年以上服务端开发经验,具有互联网公司或ToB软件企业背景,对金融数据服务、大数据处理和机器学习模型有浓厚兴趣 -JAVA基础扎实,理解io、多线程等基础框架,熟练使用Spring、Mybatis等主流开源框架,可以根据项目需要快速学习上手新的语言 -熟悉分布式系统的设计和应用,熟悉分布式、缓存、消息、分库分表等机制,能对分布式常用技术进行合理应用,解决实际问题 -熟悉Linux开发环境,熟悉Netty/Nginx/Mysql/Redis等服务配置部署,对生产环境问题排查有实际工作经验 -熟悉云原生Kubernetes,Docker,Chart相关开发和部署,有实际工作经验 -对业务有较深的理解,能够独立完成需求分析、设计、编码工作;具有良好的学习能力、团队协作能力和沟通能力 -追求极致的设计规范和代码质量,具有较强的抽象能力,对系统可重用性、扩展性、可维护性有较多的思考与实践经验 -具有强烈的自驱力和上进心,愿意和团队共同成长,成就更好的自己和他人 加分项: -有Python开发经验、算法相关工作经验或者机器学习知识基础优先 -对市面上大数据平台、建模平台有过使用或开发经验 -有金融行业数据、营销、风控在线服务建设经验者优先 -开源项目Owner、Committer或Contributor优先 -有极强的组织协调能力、善于表达者优先 -有极强的创业精神、乐观而皮实、合作共赢意识强烈者优先
工作职责
-参与金融建模产品各类在线服务和自动化工具开发,提升模型构建及运行的效率,保障服务可靠、稳定、高效运行,保障服务稳定性和数据质量,保障产品SLA -参与金融领域主流机器学习模型交付平台、特征挖掘及交付平台开发及性能优化,确保特征及模型的高效交付上线使用 -参与金融建模产品各类在线服务和模型产品部署运行架构设计,主导服务可靠性相关自动化系统的实现,包括预防、止损、降级、容量管理、弹性部署、故障分析、流量分配、性能调优等方案,满足严格的质量与效率要求 -参与金融建模全流程服务的可观测性建设、服务稳定性建设、数据质量建设、模型效果建设,确保服务的可靠性,响应和处理生产环境中的紧急事件,最小化服务中断 -关注并研究业界前沿技术动态,负责大规模机器学习模型在线预测系统的优化工作,探索并应用新技术,推动系统的演进
包括英文材料
学历+
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
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!
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.
MyBatis+
https://mybatis.org/mybatis-3/getting-started.html
https://www.baeldung.com/mybatis
MyBatis is an open source persistence framework which simplifies the implementation of database access in Java applications.
分布式系统+
https://www.distributedsystemscourse.com/
The home page of a free online class in distributed systems.
https://www.youtube.com/watch?v=7VbL89mKK3M&list=PLOE1GTZ5ouRPbpTnrZ3Wqjamfwn_Q5Y9A
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
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
Nginx+
[英文] Beginner’s Guide
https://nginx.org/en/docs/beginners_guide.html
This guide gives a basic introduction to nginx and describes some simple tasks that can be done with it.
https://www.youtube.com/watch?v=9t9Mp0BGnyI
NGINX is open-source web server software used for reverse proxy, load balancing, and caching. It's important to understand, especially if you are a backend developer.
MySQL+
https://juejin.cn/post/7190306988939542585
这是一篇 MySQL 通关一篇过硬核经验学习路线,包括数据库相关知识,SQL语句的使用,数据库约束,设计等。
[英文] MySQL Tutorial
https://www.mysqltutorial.org/
your go-to resource for mastering MySQL in a fast, easy, and enjoyable way.
https://www.youtube.com/watch?v=5OdVJbNCSso
MySQL SQL tutorial for beginners
https://www.youtube.com/watch?v=7S_tz1z_5bA
This beginner-friendly course teaches you SQL from scratch.
Redis+
[英文] Developer Hub
https://redis.io/dev/
Get all the tutorials, learning paths, and more you need to start building—fast.
https://www.runoob.com/redis/redis-tutorial.html
REmote DIctionary Server(Redis) 是一个由 Salvatore Sanfilippo 写的 key-value 存储系统,是跨平台的非关系型数据库。
https://www.youtube.com/watch?v=jgpVdJB2sKQ
In this video I will be covering Redis in depth from how to install it, what commands you can use, all the way to how to use it in a real world project.
Kubernetes+
https://kubernetes.io/docs/tutorials/kubernetes-basics/
This tutorial provides a walkthrough of the basics of the Kubernetes cluster orchestration system.
https://kubernetes.io/zh-cn/docs/tutorials/kubernetes-basics/
本教程介绍 Kubernetes 集群编排系统的基础知识。每个模块包含关于 Kubernetes 主要特性和概念的一些背景信息,还包括一个在线教程供你学习。
https://www.youtube.com/watch?v=s_o8dwzRlu4
Hands-On Kubernetes Tutorial | Learn Kubernetes in 1 Hour - Kubernetes Course for Beginners
https://www.youtube.com/watch?v=X48VuDVv0do
Full Kubernetes Tutorial | Kubernetes Course | Hands-on course with a lot of demos
Docker+
https://www.youtube.com/watch?v=GFgJkfScVNU
Master Docker in one course; learn about images and containers on Docker Hub, running multiple containers with Docker Compose, automating workflows with Docker Compose Watch, and much more. 🐳
https://www.youtube.com/watch?v=kTp5xUtcalw
Learn how to use Docker and Kubernetes in this complete hand-on course for beginners.
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.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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.
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滴滴国际化历经多年探索,业务取得了稳定增长,是中国互联网公司出海为数不多的亮点,也是公司关键战略。 “没有安全,一切归零”,滴滴正在持续不断提升产品使用过程中的安全体验,国际化安全工程团队为实现该目标提供了坚实的技术保障。 在这里,你将参与到国际化业务安全功能的研发工作,为多个国家和地区(拉美、南美、澳洲、新西兰、日本)的出行、外卖等业务提供高可用的安全服务; 您将与我们一起挑战不同国家个性化的安全需求的实现,提供支持快速开国开城的研发工具、运营工具; 参与高并发、大数据量系统的开发和迭代,与团队一起不断提升系统性能和可靠性; 识别代码或系统已有问题,主动进行优化;积极尝试新技术新方案,拓展技术视野;
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更新于 2025-03-25