职位描述：
Summary：
Apple is a place where extraordinary people gravitate in order to do their best work. Together we craft products and experiences people once couldn’t have imagined — and now can’t imagine living without! If you’re excited by the idea of making a real impact, and joining a team where we pride ourselves in being one of the most diverse and inclusive companies in the world, a career with Apple might be your dream job!
At Apple, we believe in hard work, a fun environment, and the creativity and innovation that only comes about when hardworking people from diverse backgrounds approach problems from varying perspectives The people here at Apple don’t just build products — they craft the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that encourages the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it! Building this environment starts with YOU! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. If you bring passion and dedication to your job and there’s no telling what you could accomplish. This is a visible and important role at Apple in China and will have great impact on Sales Team. The individual in this role will be responsible for interpreting quantitative data and developing statistical models to forecast and monitor sales demand & supply for sales analytics team.
Description：
You will design and build data warehouses on cloud, to provide efficient analytical and reporting capabilities across Apple’s global and regional sales and finance teams.
You will develop highly scalable data pipelines to load data from various source systems, use Apache Airflow to orchestrate, schedule and monitor the workflows.
Build generic and reusable solutions meeting data warehousing design standards for complex business requirements.
You will be required to understand existing solutions, fine-tune them and support them as needed.
Data quality is our goal and we expect you to meet our high standards on data and software quality.
We are a rapidly growing team with plenty of interesting technical and business challenges to solve.We seek a self starter, who is willing to learn fast, adapt well to changing requirements and work with cross functional teams.
职位要求：
Minimum Qualifications：
3+ years of hands-on data modeling, data engineering, and software development experience.
Strong expertise in dimensional modeling and data warehousing.
Database design and development experience with relational or NoSQL databases such as MySQL/Oracle/Postgres/Teradata.
Experience with a server-side programming environment using Linux, and familiarity with scripting languages like Python and SQL.
Preferred Qualifications：
Good understanding of OLTP and OLAP.
Hands-on experience with Big-Data platforms like Kafka, Spark, Flink, Hive, etc.
Strong expertise in data service on Public Cloud (such as AWS, Ali Cloud, Tencent Cloud, etc.)
Evaluate business needs and conduct complex data computation, analysis, and report on results.
Ability to work individually or as part of a team.
Ability to learn quickly in a fast-paced environment.
Excellent oral and written communication, problem-solving, and critical thinking skills.
Education & Experience：
Bachelor’s degree required, Master’s degree preferred in Communications, Journalism, International Policy, Writing, English Literature or similar field
招聘部门：
Apple Machine Learning and AI
工作地点：
Beijing, Beijing, China
面试建议：
Apple的高级数据工程师职位不仅要求扎实的数据工程基础，还需要在云计算和大数据平台方面有深入的理解和实践经验。面试官会特别关注你在数据仓库设计和大数据处理方面的能力，以及你如何应对快速变化的需求和跨团队协作的经验。 为了准备好这次面试，建议你重点准备数据仓库设计的案例，展示你如何使用Apache Airflow或其他工具优化数据流程。同时，准备好讨论你在公共云服务上的经验，特别是如何利用这些服务解决实际的业务问题。此外，由于Apple强调多样性和创新，面试中可能会考察你在团队合作和创新思维方面的表现，因此准备好相关的实例来展示你的沟通和问题解决能力。
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