职位描述：
Summary：
Imagine what you could do here! At Apple, new ideas have a way of becoming great products, services, and customer experiences very quickly. Bring passion and dedication to your job and there’s no telling what you could accomplish.
The people here at Apple don’t just build products — they build the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that inspire 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.
Would you like a chance to create a significant impact, working alongside world-class experts and using innovative technologies to push the boundaries of what’s possible? At Apple, we believe in creating technology that enriches lives and empowers creativity. You’ll play a pivotal role in driving the next generation of groundbreaking products across all Apple platforms.
Description：
As a Backend Engineer in AIML Measurement, you will:
Develop and maintain systems to assess the quality and safety of Apple products, ensuring our AI/ML models meet the highest standards.
Create robust data pipelines and analytics tools to generate actionable insights from vast datasets, driving informed decision-making.
Implement processes and frameworks for the continuous quality improvement of Apple products, fostering excellence and reliability.
Design and implement scalable backend systems that support measurement and optimization efforts, ensuring performance and reliability.
Work closely with data scientists, frontend engineers, product managers, and other stakeholders to define metrics, gather requirements, and deliver impactful solutions.
Ensure backend services are scalable, efficient, and secure, handling large volumes of data with ease.
Continuously seek ways to enhance measurement frameworks, adopting best practices and integrating the latest advancements in technology.
职位要求：
Minimum Qualifications：
2+ years in backend engineering with experience in large-scale software system design and implementation.
Proficiency in languages such as Python, Java, Golang, C++ or Scala.
Experience with distributed systems, databases (SQL/NoSQL), and cloud platforms (AWS, Azure, GCP).
Record of building high-quality, highly scalable backend software systems.
Ability to tackle complex challenges, think critically, and deliver innovative solutions.
Excellent communication skills and a team-oriented attitude, thriving in a collaborative and fast-paced environment.
Bachelor’s degree in Computer Science, Engineering, or a related field.
Preferred Qualifications：
Solid understanding of machine learning algorithms, model evaluation metrics, and data processing pipelines.
Previous experience in a high-growth tech company or similar environment.
Active participation in open-source projects related to AI/ML or backend development.
Familiarity with CI/CD pipelines, containerization (Docker, Kubernetes), and infrastructure as code.
Master or Ph.D. in a related field.
Apple is an Equal Opportunity Employer that is committed to inclusion and diversity. We also take affirmative action to offer employment and advancement opportunities to all applicants, including minorities, women, protected veterans, and individuals with disabilities. Apple will not discriminate or retaliate against applicants who inquire about, disclose, or discuss their compensation or that of other applicants.
招聘部门：
Apple Software and Services
工作地点：
Beijing, Beijing, China
面试建议：
Apple的AIML Measurement后端工程师职位是一个极具挑战性的角色，它要求候选人不仅具备扎实的后端开发能力，还需要对AI/ML模型评估有深入理解。这个岗位的关键在于构建能够评估苹果产品AI模型质量的系统，这需要处理海量数据并确保系统的高可靠性和扩展性。面试官会特别关注候选人在大规模系统设计、数据处理和跨团队协作方面的实际经验。 为了准备这个面试，建议候选人重点准备以下方面：首先，详细梳理你在分布式系统和高并发处理方面的项目经验，特别是那些涉及大数据处理的案例。其次，即使你不是机器学习专家，也需要了解基本的模型评估指标和流程，这能展现你对这个特定岗位的理解。此外，准备好讨论你如何设计和优化数据管道的具体案例，包括遇到的挑战和解决方案。最后，由于苹果强调跨团队合作，准备一些展示你与数据科学家或产品经理成功协作的经历会很有帮助。记住，苹果看重创新思维和解决问题的能力，所以在回答时要突出你如何用技术创造价值。
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