腾讯微信搜索-问一问推荐算法工程师
社招全职WXG技术地点:北京状态:招聘
任职要求
1.对机器学习算法有较深刻的理解,有良好的工程素养,能够快速进行算法实现和迭代; 2.有推荐系统、广告系统、搜索系统业务经验者优先;有行业图文类内容,短内容,短视频推荐业务经验者优先; 3.优秀的分析问题和解决问题的能力,对解决挑战性问题充满热情; 4.有较好的沟通能力、团队协作能力,积极主动。
工作职责
1.负责微信问一问内容推荐系统算法能力搭建; 2.负责推荐策略模型项建设包括不局限于:混排策略、精排、召回、双端冷启,内容/用户理解 等链路模块; 3.负责效果类优化包括不局限于:推荐系统中推荐效率,生态调控,产品调性等整体链路优化,综合提升推荐效果与用户体验; 4.有良好的代码通过数据分析追踪效果,推动整体效果的优化。
包括英文材料
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/
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...
相关职位
社招微信技术
1.负责微信问一问的搜索排序、红点推荐、平台邀答等业务,包括但不限于内容理解、数据挖掘分析、文章tag提取、用户行为分析; 2.解决实际问一问业务问题,包括但不限于问一问的搜索召回和排序策略的优化、兴趣内容推荐红点的效果优化; 3.跟踪业界最新研究成果,根据实际应用优化和改进模型或算法。
更新于 2025-05-30
社招1年以上WXG技术
1.负责微信问一问社区、AI搜索社区的前端开发工作; 2.参与产品特性的迭代开发,包括前端性能等用户体验相关的优化工作; 3.积极参与技术基础建设,持续优化工程效能,致力于提升团队整体工作效率。
更新于 2025-06-12