苹果Data Engineer (Customer Analytics), IS&T Ai & Data Platforms
社招全职Software and Services地点:上海状态:招聘
工作描述
Qualifications Minimum Qualifications Bachelor's degree in Computer Science, related field, or equivalent practical experience 3+ years of professional experience in data engineering, building and operating data pipelines and data warehouses Expert proficiency in SQL, including query optimization, and strong Python for data processing and automation Hands-on experience with big data and distributed systems, including Spark and Trino Experience building ETL pipelines and working with cloud data platforms such as Ali Cloud (or equivalent) Strong data discovery and analysis skills, with a proven ability to learn new data quickly, uncover insights, and validate data quality Deep understanding of data warehouse architecture and dimensional…
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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.
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.
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.
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