
哈啰资深Java开发工程师(风控平台)
社招全职3-5年技术地点:上海状态:招聘
任职要求
1. 教育背景:计算机科学、软件工程等相关专业,本科及以上学历。 2. 工作经验:3 - 5 年以上 Java 开发经验,有大型项目开发经验者优先;具备风控系统、金融系统开发经验者优先考虑 。 3. 专业技能:精通 Java 编程语言,熟练掌握常用的数据结构和算法;熟悉 Spring、Spring Boot、Spring Cloud 等主流 Java 开发框架,能够运用框架进行高效开发;熟悉数据库技术,如 MySQL、Oracle 等,具备数据库设计和优化能力;掌握常用的缓存技术,如 Redis 等;了解消息队列,如 Kafka、RabbitMQ 等 。 4. 核心能力:具备较强的问题解决能力,能够快速定位和解决系统中的技术难题;拥有良好的沟通协作能力,能够与跨部门团队有效合作;具备创新意识和学习能力,能够快速掌握新技术并应用到实际工作中 。 5. 其他要求:对风控领域有浓厚兴趣,有较强的责任心和抗压能力,能够在高强度的工作环境下保证工作质量;有相关行业开源项目贡献者优先 。
工作职责
1. 系统开发与实现:依据风控平台的业务需求,负责核心模块的代码编写,涵盖风险评估、预警规则设定、用户行为分析等功能的具体实现,确保代码的质量和可维护性;运用 Java 相关技术,如 Spring Boot、Spring Cloud 等框架,搭建稳定、高效的系统架构,保障平台在高并发、大数据量环境下的稳定运行 。 2. 数据处理与算法应用:参与处理和分析海量的风险数据,包括用户交易数据、信用数据等,借助数据挖掘算法和机器学习技术,构建风险预测模型,为风险评估和控制提供数据支持;优化现有算法,提升风险识别的准确性和及时性,降低误判率 。 3. 技术协作与沟通:与产品团队紧密合作,理解业务需求,将其转化为可行的技术方案;协同测试团队,进行联调测试,及时解决测试过程中发现的问题,保障系统的稳定性和可靠性;与运维团队协作,协助完成系统的部署、监控和维护工作,确保系统的持续稳定运行 。 4. 问题解决与优化:实时监控风控平台的运行状态,快速定位并解决系统出现的故障和性能瓶颈,如响应延迟、数据异常等问题;根据业务发展和用户反馈,持续对系统进行优化和升级,提升系统的性能和用户体验 。
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.
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
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/
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.
Spring Boot+
https://spring.io/guides/gs/spring-boot
his guide provides a sampling of how Spring Boot helps you accelerate application development.
https://www.youtube.com/watch?v=Nv2DERaMx-4&list=PLzUMQwCOrQTksiYqoumAQxuhPNa3HqasL
The author teaches you how to use Spring Boot from a complete beginner, to building a REST API with a real database, Dockerising it and deploying it to the cloud.
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.
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
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.
Oracle+
[英文] Oracle Tutorial
https://www.oracletutorial.com/
On this website, you can learn Oracle Database fast and easily.
https://www.youtube.com/watch?v=QHYuuXPdQNM&list=PL_c9BZzLwBRJ8f9-pSPbxSSG6lNgxQ4m9
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
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.
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
Kafka+
https://developer.confluent.io/what-is-apache-kafka/
https://www.youtube.com/watch?v=CU44hKLMg7k
https://www.youtube.com/watch?v=j4bqyAMMb7o&list=PLa7VYi0yPIH0KbnJQcMv5N9iW8HkZHztH
In this Apache Kafka fundamentals course, we introduce you to the basic Apache Kafka elements and APIs, as well as the broader Kafka ecosystem.
RabbitMQ+
[英文] RabbitMQ Tutorials
https://www.rabbitmq.com/tutorials
These tutorials cover the basics of creating messaging applications using RabbitMQ.
https://www.youtube.com/watch?v=bfVddTJNiAw
RabbitMQ is a powerful message broker that can help you create resilient and scalable applications.
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