苹果Senior Data Engineer, Retail Business Intelligence
社招全职Apple Retail地点：上海状态：招聘
工作描述
Qualifications Minimum Qualifications Expert SQL skills with 7+ years ETL and query optimization experience Extensive Semantic layer (ESL) development experience in relational database and data lake environments Extensive experience performing data validation against complex, disparate systems Proficiency in PHP and/or Python for scripting or data manipulation, with experience creating or modifying HTML/CSS/JS-based applications, or front-end tools Professional proficiency in both Mandarin and English, written and verbal Ability to pick up new tech skills independently Bachelor’s Degree in Information Technology, Mathematics, Computer Science, or equivalent Preferred Qualifications Masters degree with 7+ years of experience directly related to role requirements Strong business mindset with the ability to translate business needs into technical requirements, product IT-friendly business requirements documentation, and communicate complex concepts clearly to senior leaders Structured problem solver who can break down a…
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包括英文材料
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.
ETL+
https://www.ibm.com/think/topics/etl
ETL—meaning extract, transform, load—is a data integration process that combines, cleans and organizes data from multiple sources into a single, consistent data set for storage in a data warehouse, data lake or other target system.
https://www.youtube.com/watch?v=OW5OgsLpDCQ
It explains what ETL is and what it can do for you to improve your data analysis and productivity.
PHP+
https://www.learn-php.org/
PHP is a server scripting language, and a powerful tool for making dynamic and interactive Web pages.
https://www.youtube.com/watch?v=l4_Vn-sTBL8
This PHP full course for beginners will teach you everything from scratch—from PHP basics to advanced concepts!
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.
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