字节跳动数据分析师(用户增长方向)-抖音
社招全职A110315地点:北京状态:招聘
任职要求
1、本科及以上学历,数学、经济学、统计学、计算机相关专业优先; 2、擅长量化分析,具备良好的量化思维和结构化思维,较强学习能力和创造力,有用户同理心以及业务敏感度; 3、有责任心和主动性,有良好的业务配合能力和团队协作能力; 4、熟练使用Hive,精通SQL/Excel/Python/R等工具。
工作职责
1、负责抖音业务用户增长的数据分析工作,通过策略挖掘、数据分析、模型构建等深入业务提供策略支持; 2、发现业务风险,辅助看清业务长期方向,挖掘业务增长方向的机会点及优化策略; 3、负责增长方向的A/B实验设计、策略效果评估、核心指标异动分析,给到业务可行的优化建议; 4、主动发起专项分析,基于业务痛点,找到可优化/可改进的业务方向,并能够与业务紧密配合推动落地。
包括英文材料
学历+
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
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.
Excel+
https://edu.gcfglobal.org/en/excel/
In this free Excel tutorial, learn how to create formulas and charts, use functions, format cells, and do more with your spreadsheets.
https://www.youtube.com/watch?v=wbJcJCkBcMg
This is the beginning Excel course that you've been waiting for! Learn everything you need to effectively use Excel by watching just one video.
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.
R+
[英文] R Tutorial
https://www.w3schools.com/r/
R is often used for statistical computing and graphical presentation to analyze and visualize data.
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