携程Senior Strategy Data Analyst(MJ036450)
社招全职3年以上国际业务项目/流程/数据地点:上海状态:招聘
工作描述
职位描述
1. 负责海外投放团队的全链路投放策略分析与落地,覆盖库存资源分析、素材选品、广告出价、调控等广告全生命周期的策略制定与优化,运用统计分析、预测建模和实验评估等方法,助力业务在全球市场的健康增长。
2. 结合外部市场信号与内部供给优势,分析机票、酒店等库存资源的需求与竞争力,识别关键业务机会,并构建多场景选品应用能力,优化产品与渠道及用户匹配。
3. 综合业务战略、市场变化、产品竞争力和投放表现,设计与优化广告竞价及预算调配策略,持续优化收益结构、提升订单规模及 ROI 调控效率。
4. 负责实验设计、策略效果评估及问题诊断,运用A/B实验和因果推断方法科学衡量策略增量价值,推动策略迭代。
5. 沉淀跨渠道方法论,在充分考虑渠道差异的基础上,建设可复用的数据指标、实验评估方法和策略迭代框架。
6. 负责策略主题的应用层指…登录查看完整工作描述
微信扫码,1秒登录
包括英文材料
因果推断+
https://web.stanford.edu/~swager/causal_inf_book.pdf
How best to understand and characterize causality is an age-old question in philosophy.
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+
大数据+
https://www.youtube.com/watch?v=bAyrObl7TYE
https://www.youtube.com/watch?v=H4bf_uuMC-g
With all this talk of Big Data, we got Rebecca Tickle to explain just what makes data into Big Data.
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
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
Hive+
[英文] Hive Tutorial
https://www.tutorialspoint.com/hive/index.htm
Hive is a data warehouse infrastructure tool to process structured data in Hadoop. It resides on top of Hadoop to summarize Big Data, and makes querying and analyzing easy.
https://www.youtube.com/watch?v=D4HqQ8-Ja9Y
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
还有更多 •••
相关职位
社招IEG战略与投资
岗位要求详情请见上方岗位职责内说明 工作职责 团队介绍 Level Infinite 是腾讯旗下国际游戏业务品牌,致力为全球玩家带来充满乐趣、原汁原味的游戏体验,让玩家随时随地进入游戏世界;并通过打
更新于 2026-04-14上海
社招5年以上Keeta
1.Bachelor’s degree or above, with 5+ years of experience in data operations, strategy operations, o
更新于 2026-03-23圣保罗

社招互联网 / 电子
- 8+ years of experience in management consulting, strategy, or large-scale digital transformation r
更新于 2026-01-20北京|新加坡