字节跳动直播数据分析专家-抖音
社招全职2年以上TTX2地点:北京状态:招聘
任职要求
1、本科及以上学历,2年以上数据分析经验,具备安全和风控经验者优先、统计学、数学、数据科学、计算机专业优先; 2、独立完成数据提取与清洗,分析业务问题,并能够基于分析结论提出改进方向; 3、熟练使用SQL&Python,具备一定的机器学习与数据挖掘理论和技术基础; 4、善于沟通,工作积极主动,有主人翁意识,责任心强,具备良好的团队协作能力与承压能力; 5、具备强烈的好奇心和自我驱动力,喜欢接受挑战,追求极致。
工作职责
1、负责直播风控、审核和生态方向的业务指标体系搭建,对短期异常进行归因,对长期趋势进行解读; 2、能根据业务需求完成较为深入的专项数据分析,通过对数据的敏锐洞察、定性和定量分析、以及模型建设,迅速定位内部问题或发现机会; 3、深入理解直播业务,通过探索性的数据分析,从数据中挖掘直播安全&生态方面存在的问题,并提出相应的优化方案; 4、与策略、算法技术以及其他部门完成高质量沟通,保证推动数据分析结论的落地与持续优化。
包括英文材料
学历+
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
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
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.
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.
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.
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
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