百度广告策略算法工程师(J69826)
社招全职2年以上MEG地点:北京 | 上海状态:招聘
任职要求
-有电商广告策略算法经验优先 -计算机或相关专业本科及以上学历 -良好的逻辑思维能力,和数据敏感度,能能够从海量数据中发现有价值的规律 -具备大规模搜索/推荐系统的研发经验(算法设计和实现) -熟悉大规模数据挖掘、机器学习、自然语言处理、分布式计算等相关技术,并具备2年及以上实际工作经验 -优秀的分析和解决问题的能力,对挑战性问题充满激情 -具备良好的团队合作精神,较强的沟通能力,具备良好的技术领导能力 -熟悉C++、python语言编程,对数据结构和算法设计有较为深刻的理解 -具备搜索引擎、广告投放相关技术的知识和经验
工作职责
电商广告业务覆盖百度视频、图文、直播、搜索等热门场景。技术方向包括商品&主播推荐/CTCVR模型/GMV预估/出价机制/NLP/AIGC建模等深度学习方向。明星业务,发展迅猛,机不可失,先到先得! -基于大规模用户行为,以业务效果为目标,建立并优化百度广告系统的核心算法和策略(方向包括但不限触发定向/体验/ctcvr预估/机制/创意/出价等,场景包括但不限搜索/推荐/直播/联盟等) -应用机器学习等尖端技术,针对海量信息建模,挖掘潜在商业价值,负责在线广告投放系统的核心技术创新与优化 -提高在线广告的用户体验、客户投放效果及变现能力 -深入了解电商行业变现玩法,打磨优化电商行业变现策略
包括英文材料
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/
学历+
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.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
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.
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
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
相关职位
社招A153031A
1、负责字节跳动本地与线索行业全域投放策略,围绕全域框架,提升客户投广带来的自然协同能力; 2、负责字节跳动本地与线索行业机制策略,比如线索获取/线索意向/到店等出价产品策略优化,通过满足广告主多场景下的预算表达诉求,长期提升平台收入; 3、负责字节跳动本地与线索行业商家投放体验优化,降低商家广告投放操作成本,提升商家投放生态体验; 4、负责字节跳动本地与线索行业商家场景化营销建设,通过优化货品/优惠券等方向,提升商家营销能力。
更新于 2025-04-18
社招A178498
1、负责字节跳动本地与线索行业全域投放策略,围绕全域框架,提升客户投广带来的自然协同能力; 2、负责字节跳动本地与线索行业机制策略,比如线索获取/线索意向/到店等出价产品策略优化,通过满足广告主多场景下的预算表达诉求,长期提升平台收入; 3、负责字节跳动本地与线索行业商家投放体验优化,降低商家广告投放操作成本,提升商家投放生态体验; 4、负责字节跳动本地与线索行业商家场景化营销建设,通过优化货品/优惠券等方向,赋能商家营销能力。
更新于 2025-04-18