携程高级算法工程师-用户增长(MJ026382)
社招全职3年以上国际业务AI & BI地点:上海状态:招聘
任职要求
1、本科及以上学历,3年以上算法相关领域的工作经验,熟悉常用的机器学习算法; 2、至少精通一门编程语言(Python、Java、Scala等),熟悉常用的数据结构与算法; 3、优秀的数据分析能力和逻辑思考能力,良好的产品sense,对用户增长领域抱有浓厚兴趣者优先; 4、具备良好的责任心和自驱力,沟通和团队协作能力出色,愿意接受挑战; 5、对技术有热情,致力于将业界前沿的算法研究成果应用于真实的业务场景并拿到实际的业务收益; 6、对LLM大语言模型技术有实际应用经验者优先,在推荐、广告和营销等方向有实际工作经验者优先。
工作职责
1、参与携程国际化业务用户增长相关的算法研究和策略研发; 2、和产品、运营和工程等团队深度合作,洞察算法策略的机会点并落地实施,提升新用户承接、老用户提频和流失用户召回等场景的业务效果; 3、针对携程国际化业务,探索和迭代个性化推荐技术,在EDM营销和App个性化推送等场景落地应用; 4、基于海量用户行为和商品数据,使用数据挖掘等技术,建立并持续迭代用户画像和商品理解等技术系统; 5、利用多模态理解和AIGC能力,实现营销素材的自动化生成,提升总部和各个国家/地区当地运营团队的工作效率。
包括英文材料
学历+
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/
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.
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.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
Scala+
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
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
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
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