苹果Senior Data Scientist, ASE iCloud Data Organization
社招全职Software and Services地点:上海状态:招聘
工作描述
任职要求 Minimum Qualifications 7+ years of experience in data analytics or data science, with 5+ years in data science applying statistical modeling, or Machine Learning in production. Proven ability to influence cross‑functional initiatives and shape product or business strategy using data‑informed insights. Strong communicator skilled at framing complex technical concepts for senior and executive audiences. Deep expertise in product analytics, launch reporting, and impact measurement. Proficiency in SQL and at least one programming language (Python, R, etc.), with strong statistical and experimental design foundations. Ability to structure ambiguous problem spaces, prioritize effectively, and deliver actionable insights. Exposure to applying generative AI or ML‑based agents (ex. Claude) to automate analytical workflows and…
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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.
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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