知乎广告算法工程师
社招全职地点：北京状态：招聘
工作描述
主要职责：
1. 负责广告系统在线策略研发，包括广告定向、排序、创意优选、冷启动等，提升广告变现效率。
2. 负责广告投放策略和多种模型能力建设，包括广告定向、点击转化率、流量价值预估以及深度转化预估等。
3. 负责设计客户机制（如智能出…登录查看完整工作描述
微信扫码，1秒登录
包括英文材料
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...
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/
AutoML+
https://learn.microsoft.com/en-us/azure/machine-learning/concept-automated-ml?view=azureml-api-2
Automated machine learning, also referred to as automated ML or AutoML, is the process of automating the time-consuming, iterative tasks of machine learning model development.
[英文] What is AutoML?
https://www.automl.org/automl/
Automated Machine Learning provides methods and processes to make Machine Learning available for non-Machine Learning experts, to improve efficiency of Machine Learning and to accelerate research on Machine Learning.
[英文] 📺AutoML (Automated Machine Learning) Tutorial in Python: Auto-SKLearn Regression & Classification
https://www.youtube.com/watch?v=iR0Ou-8Xaqg
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.
还有更多 •••
相关职位
社招2年以上
• 计算机、自动化、人工智能、电子信息等相关专业硕士及以上学历，熟练掌握Python、Java、C/C++等其中至少一门编程语言。 • 对以下至少一个技术领域有深入理解：a.LLM；b.生成式模型；c
更新于 2026-09-07北京
社招3-5年策略算法
1、硕士及以上学历，计算机、数学、统计学等相关专业，1-5年广告Ranking、推荐系统、搜索算法相关工作经验优先； 2、精通召回、粗排、精排全链路算法，有信息流、搜索场景算法优化经验，熟悉点击率（C
更新于 2026-08-20北京|上海
社招1-3年策略算法
1. 背景：计算机、人工智能、自动控制、数学等相关专业，硕士及以上学历， 1年以上工作经验； 2. 核心技术：扎实的机器学习理论基础，熟悉PyTorch/TensorFlow等主流深度学习框架，熟悉
更新于 2026-08-20北京|上海
社招3-5年策略算法
1、计算机相关专业，本科以上学历， 至少1年以上工作经验； 2、在机器学习、数据挖掘、NLP、搜推广系统、运筹优化等一个或多个算法领域有扎实的理论基础和丰富的研发经验，对算法原理及应用有较深入的理解；
更新于 2026-05-30北京|上海|杭州