腾讯微信小店-推荐算法工程师
社招全职2年以上微信交易平台技术地点：广州状态：招聘
包括英文材料
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.
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...
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.
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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.
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.
相关职位
社招微信交易平台技术
1.负责微信小店业务的推荐技术研发，包括但不限于召回、精排、重排，新用户冷启等； 2.结合微信小店的业务特点，对推荐全链路上的模型进行效果优化以及推荐策略迭代，提升用户体验以及业务指标。
更新于 2025-04-17
社招5年以上微信交易平台技术
1.负责微信小店的推荐技术研发，包括但不限于召回、精排、重排、冷启动等； 2.负责微信小店核心场景的策略优化，钻研推荐算法的改进和调优，服务亿级电商用户； 3.与产品、工程、运营团队深度合作，理解业务发展，参与制定推荐策略的目标。
更新于 2025-09-14
社招3年以上微信交易平台技术
1.负责微信小店的推荐技术研发，包括但不限于召回、精排、重排、冷启动等； 2.负责微信小店核心场景的策略优化，钻研推荐算法的改进和调优，服务亿级电商用户； 3.与产品、工程、运营团队深度合作，理解业务发展，参与制定推荐策略的目标。
更新于 2025-09-14
社招2年以上微信交易平台技术
1.探索大模型在电商场景的应用； 2.利用大模型优化电商推荐效果，包括但不限于召回、排序等环节； 3.跟踪大模型的前沿进展，研究数据合成、后训练等方法，推动模型在实际场景中的效果优化。
更新于 2025-09-08