职位描述：
Summary：
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.
Are you a dedicated problem solver who enjoys exploring solutions beyond the ordinary? Do you excel in situations of uncertainty, finding inspiration in environments that demand creative thinking? We are seeking adept engineers and scientists who share our enthusiasm for leveraging machine learning to revolutionize people’s lives through inventive user experiences. Join our GC Channel Sales organization and bring your expertise to the forefront. As a valued member of this group, you will harness your profound expertise in machine learning, deep learning, and reinforcement learning and apply them to address exciting and interesting business problems head-on.
Description：
Engage with others to identify opportunities, comprehend requirements, and translate them into effective technical solutions.
Devise machine learning strategies, employing established methods or creating custom algorithms to address specific business challenges.
Research and evaluate emerging technologies and solid understanding of Generative AI concepts and techniques, including LLM, Agent, RAG, Fine-tuning, etc.
Communicate analysis findings to non-technical business partners or executives.
职位要求：
Minimum Qualifications：
Profound understanding and hands-on experience in machine learning, deep learning, or reinforcement learning.
Proficiency in implementing data-intensive pipelines and applications using programming languages such as Python, Java or C++. Familiar with deep learning frameworks such as TensorFlow or PyTorch.
Preferred Qualifications：
Strong capability to extract valuable business insights from data and uncover the underlying narratives behind patterns.
Experienced in working with cross-functional teams to drive the solution of business problems, ideally from end to end.
Excellent verbal and written communication skills, capable of conveying rigorous technical concepts to non-experts. Strong skills in English is a great plus.
M.S. or Ph.D. in Computer Science, Machine Learning, Statistics, Operations Research, Mathematics, Engineering, or a related field with a minimum of 2 years’ experience applying machine learning to solve real-world business challenges.
招聘部门：
Apple Machine Learning and AI
工作地点：
Beijing, Beijing, China
面试建议：
Apple的机器学习工程师职位不仅要求候选人具备扎实的机器学习技术背景，还需要能够将这些技术应用于实际的业务问题中。特别是对生成式AI技术的理解和实践经验，如LLM、Agent、RAG等，将成为面试中的关键考察点。此外，候选人还需要展示出与跨职能团队合作的能力，以及将复杂技术概念清晰传达给非技术背景人员的能力。 为了准备这场面试，建议候选人重点复习生成式AI的相关知识，并准备一些实际案例，展示如何将这些技术应用于解决业务问题。同时，练习如何简洁明了地解释技术概念，因为沟通能力也是Apple非常看重的。另外，考虑到这是一个跨职能合作的职位，准备一些团队合作和项目管理方面的经验分享也会很有帮助。
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