腾讯微信听一听-微信基础业务推荐算法研究员
社招全职1年以上听一听技术地点:北京状态:招聘
任职要求
1.熟练使用C++/Python等编程语言,具备优秀的编码能力和逻辑思维能力; 2.计算机专业知识扎实,熟悉数据结构和算法,具备数据分析和洞察思维; 3.熟悉TensorFlow/PyTorch等机器学习框架,具备机器学习相关经验背景; 4.有音乐推荐算法和系统经验、或其他工业级推荐系统业务经验优先; 5.工作态度积极,自驱力强,具有团队协作精神,良好的沟通表达能力; 6.社招 或 2025年校招毕业生均可。
工作职责
1.负责微信音乐场景推荐效果优化,根据实际从策略、样本、特征、模型结构等维度,提升业务消费和生态指标; 2.跟踪业界最新研究成果,包括LLM4Rec、推荐大模型、生成式推荐等方向,帮助提升用户体验和消费指标。
包括英文材料
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
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.
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/
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
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.
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
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社招WXG技术
1.负责微信 iOS 或 Android 客户端听一听(音乐和音频)业务的功能开发,包括播放器、广场、歌单、通知、发表等基础功能,跨平台框架设计、性能和体验优化,重点、难点的技术攻坚以及客户端新技术预研等; 2.负责微信 iOS 或 Android 客户端扫一扫、长视频的开发、质量监控和运营。
更新于 2025-06-19

实习
1.内容制作:协同mentor批量完成讲书、商业经管类图书音频化的内容策划、生产、包装、宣推工作; 2.内容运营:对于主打内容产品,进行内容的深度理解和包装,协同进行站内外宣传物料制作和资源的投放,协助相关重大活动运营的执行; 3.热点内容运营:主要服务核心音频专辑《热点播客》,完成制作、审稿、录制、听审、新媒体推广等相关工作,自闭环; 4.内外部协同,完成部分原创类项目统筹、社媒投放、日常运维等工作。
更新于 2025-06-03
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