职位描述：
Summary：
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.
Description：
Responsible for the planning and construction of enterprise platform’s data, data products, and provide decision-making basis for strategic and business decisions.
Develop and define data quality, data model, data security and other big data related standards per business requirements, plus drive and secure the implementation of all the above.
Define data definition, usage and ensure the data quality cross multiple platforms per business requirements.
Coordinated with the business team and vendors to plan data application architecture design, data field model construction, and drive the implementation of all the above.
Responsible for big data application planning, providing guidance to the business team and vendors.
Responsible for the research and implementation of innovative technologies in the fields of data platform and large-scale distributed system.
职位要求：
Minimum Qualifications：
Computer science and related major, have 8+ years of big data industry related experience, 5+ years of big data architecture design experience.
Familiar with Hadoop, Spark, Flink, Kafka, HDFS, Hive, Druid and other mainstream big data system principles and source code, familiar with at least one of databases，such as MySQL, PostgreSQL, NoSQL (1/3)and others
Have a deep understanding and practical experience in data acquisition, data development, data analysis, data modeling, algorithms, etc. and have the ability of large-scale system fault diagnosis and performance optimization
Have deep thinking and long-term product and technology vision in big data architecture, products and technology, and have clear and mature ideas for the evolution of technology architecture.
Preferred Qualifications：
Proficient in java or Python, familiar with Spring Cloud and other micro-service frameworks, and have accumulated and practical experience in container/micro-service, middleware, open source big data and other technologies
Familiar with common Internet, big data, cloud computing, artificial intelligence and other technologies and knowledge, with Internet data center, technology center construction and other technical background is preferred
Have good business analysis ability, business and technical program planning and design ability, and strong logical thinking ability
招聘部门：
Apple Software and Services
工作地点：
Beijing, Beijing, China
面试建议：
Apple的数据架构师职位是一个极具挑战性的角色，它不仅要求候选人具备扎实的大数据技术功底，更需要有从业务视角规划数据架构的能力。这个岗位的特殊之处在于，它需要同时兼顾技术创新与业务落地，既要熟悉Hadoop生态的技术细节，又要能将技术方案转化为对业务决策的支持。面试官很可能会重点考察你在复杂业务场景下的架构设计思维，以及推动技术方案落地的执行力。 准备这个面试时，你需要特别突出三个维度：第一是技术深度，特别是对Hadoop/Spark等组件的源码级理解和优化经验；第二是业务理解力，要准备好用案例说明你如何通过数据架构支持业务决策；第三是领导力，这个职位需要协调业务团队和供应商，所以跨团队协作经验很重要。建议准备2-3个能展示你从0到1构建数据平台的完整案例，重点说明技术选型背后的业务考量，以及遇到的挑战和解决方案。同时，Apple非常看重创新思维，可以提前思考如何将AI/云原生等新技术融入数据架构的演进路线。
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