腾讯微信视频号-推荐后台开发工程师
社招全职2年以上视频号短视频技术地点:深圳状态:招聘
任职要求
1.计算机相关专业本科及以上学历,具备2年及以上后台开发经验; 2.熟悉Linux开发环境,熟练掌握C++开发技能,熟悉数据结构和算法; 3.熟练掌握至少一门脚本语言(如Shell/Python等); 4.具备良好的团队合作精神和沟通能力。 加分项 1.具有推荐/搜索/广告系统相关工作背景,了解模型训练过程,对模型训练框架有一定认知; 2.对其他上下游环节(如存储组件,大数据处理组件)有相应了解和实践经验; 3.有开源项目贡献或参与经验。
工作职责
1.主要负责微信视频号推荐样本相关后台的开发和优化,为模型训练提供正确、高效、实时的样本; 2.支持视频号推荐及合作业务的超大规模样本处理,进行架构设计和通用性能优化,提升系统的稳定性和吞吐量; 3.深入研究训练样本的特征拼接、数据处理及数据传输链路,提高样本处理的实时性,降低资源消耗。
包括英文材料
学历+
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.
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
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
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/
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.
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.
广告系统+
https://github.com/InteractiveAdvertisingBureau/openrtb2.x
Real-time Bidding (RTB) is a way transacting media that allows an individual ad impression to be put up for bid in real-time.
https://people.eecs.berkeley.edu/~jfc/DataMining/SP12/lecs/lec12.pdf
https://wnzhang.net/teaching/ee448/slides/11-computational-ads.pdf
If a bidder bids higher than his true value, then...
相关职位
社招2年以上微信技术
1.负责微信视频号推荐后台开发的需求实现,包括模型和策略的接入,重点关注视频号入口的直播推荐; 2.针对直播业务的特性,优化推荐链路,使得各链路能够支持更大规模的候选; 3.参与特征处理和接入工作,持续优化特征更新及在线服务链路。
更新于 2025-04-03
社招2年以上视频号短视频技术
1.负责视频号推荐的产品和算法需求,包括线上推荐策略开发、模型特征开发、数据与画像开发等工作; 2.负责视频号推荐后台的架构优化,降低请求延迟和计算成本,提升推荐效果; 3.负责视频号推荐后台组件的开发,支持短视频推荐、直播推荐、红点推荐、订阅号场景视频推荐等业务。
更新于 2025-06-30
社招2年以上视频号直播技术
1.负责视频号直播基础功能的开发和维护,包括但不限于直播广场、直播流处理、弹幕系统、礼物互动等; 2.负责视频号直播推荐系统相关功能的开发和维护,包括但不限于直播多场景feed推荐、推荐数据流、实时特征等; 3.负责视频号直播运营需求的开发和维护,实现运营活动快速迭代上线,包括但不限于主播任务系统、榜单系统、主播激励平台等; 4.对现有架构进行分析和优化,确保系统的稳定性、可扩展性和安全性。
更新于 2025-09-01