Apple – AIML – Senior Software Engineer, Measurement 职位分析和面试指导

职位描述:

Summary:
The people here at Apple don’t just create products — they create the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that inspires 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. Are you up for the challenge?

We are seeking a highly skilled Senior Software Engineer to join the Annotation and Visualization team. This role will focus on designing, building, and maintaining large-scale distributed systems that bring AI models and pipelines to our product ecosystem of annotation and visualization tools. The ideal candidate will have a deep understanding of distributed systems, cloud infrastructure, and ML operations. Your ideas will power next generation AI features, and impact hundreds of millions of people worldwide in their daily lives!

Description:
You’ll play a pivotal role in driving the next generation of intelligent experiences in Apple’s products and services with the latest advancements in Generative AI and Large Language Models. You will have a significant impact, working alongside world-class experts and using state-of-the-art technologies to push the boundaries of innovation. You have a background that fuses platforms and services with product thinking.

You will also partner closely with other engineers, data scientists, ML engineers, and partner teams to understand requirements and deliver innovative solutions. Your role will also involve deploying and maintaining cloud infrastructure for large-scale data and ML operations.

– Architect and implement scalable backend systems that support measurement and inference 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.

– Provide technical leadership and mentorship to junior engineers, fostering a culture of excellence and continuous improvement.

职位要求:

Minimum Qualifications:
Experience in building large scale data processing and distributed systems using technologies like like Spark/Kafka
Experience with cloud platforms such as: Alicloud, AWS, GCP, or Azure
Experience with SQL / NoSQL databases and embedding data stores
Proficiency in programming languages such as Java, Go or Python.
Experience with containerization and orchestration technologies (e.g., Docker, Kubernetes)
Excellent communication skills and a team-oriented attitude, thriving in a collaborative and fast-paced environment.
Ability to tackle complex challenges, think critically, and deliver innovative solutions.
Bachelors in Computer Science, engineering, or a related field.

Preferred Qualifications:
Advance degrees in Computer Science, engineering, or a related field
Experience with Machine Learning platforms
Familiarity with ML tools and frameworks

招聘部门:

Apple Software and Services

工作地点:

Shanghai, Shanghai, China

面试建议:

Apple的AIML高级软件工程师职位专注于构建和维护大规模分布式系统,以支持AI模型和管道的开发和部署。这个职位不仅要求深厚的技术背景,还需要具备团队合作和领导能力。面试官会特别关注你在分布式系统、云平台和机器学习方面的实际经验,以及你如何解决复杂的技术挑战。 为了准备这个面试,你需要重点准备分布式系统设计和实现的经验,特别是使用Spark/Kafka等技术的案例。同时,准备好讨论你在云平台上的工作经验,包括如何优化性能和确保安全性。机器学习方面的经验虽然不是必须的,但会是一个加分项,所以如果你有相关经验,一定要突出展示。此外,面试官会评估你的沟通能力和团队合作精神,所以在回答问题时,尽量结合具体项目经验,展示你的技术深度和团队协作能力。

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