京东软件开发岗(广告外投引擎方向)
社招全职软件开发岗地点:海南状态:招聘
任职要求
1.本科及以上学历,有广告/推荐/搜索系统相关开发经验,对搜广推机制策略和机器学习模型有基本认知,有RTA/RTB等广告平台开发经验者加分; 2.扎实的数据结构、算法、操作系统、网络等计算机专业基础,熟悉RPC框架、Redis、Protobuf等在线服务开发常用框架和组件,精通C++高并发服务开发,具备大规模分布式系统架构能力,有百万级QPS在线系统…
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工作职责
1.建设支撑千亿级流量的广告外投引擎:设计与开发广告外投RTA/RTB系统,日承接千亿流量,保障系统高可用、低延迟、低成本; 2.持续优化高可扩展、高性能的工程架构:支撑定向、召回、出价、排序等算法核心链路优化,扩大算法迭代的算力和时延空间,持续提升广告投放ROI; 3.探索AI前沿技术和推动落地:业务方面构建基于LLM的全自动广告投放系统,自动挖掘和迭代广告投放策略,实现投放效果和人效显著提升;研发效能方面构建基于LLM的需求开发/代码重构/测试/监控诊断体系,实现研发质量和效率大幅飞跃。
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.
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/
RPC+
https://javaguide.cn/distributed-system/rpc/rpc-intro.html
为什么要 RPC ? 因为,两个不同的服务器上的服务提供的方法不在一个内存空间,所以,需要通过网络编程才能传递方法调用所需要的参数。并且,方法调用的结果也需要通过网络编程来接收。
https://www.youtube.com/watch?v=S2osKiqQG9s
This video is part of an 8-lecture series on distributed systems, given as part of the undergraduate computer science course at the University of Cambridge.
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.
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