职位描述：
Summary：
Apple is a place where extraordinary people gather to do their best work. Just be ready to dream big.
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 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.
Imaging what you could do here. At Apple, creative ideas have a way of becoming wonderful products, services, and customer experiences very quickly. Bring passion and dedication to your job and there’s no telling what you could accomplish.
The Hardware Engineering team features a collaborative environment with creative, inquisitive talents, world-class products and ground breaking technologies. Team provides opportunities for individuals to contribute across a wide spectrum of fields. Best in class engineering excellence and thoroughness are expected and encouraged. Pushing the envelope to design and ship innovative products with best-in-class technologies and user experiences are the main goals of the team.
Description：
The Machine Learning Engineer Intern will work closely with our engineering team to develop and enhance our machine learning tools. This internship will give you practical experience in designing and implementing scalable ML solutions while working with large datasets and advanced machine learning algorithms. Candidate will be responsible for,
– Collaborate with senior engineers to design and develop ML tools for data processing, analysis, and visualization.
– Integrate and validate machine learning models on Apple new product introduction (NPI) process and mass production.
– Develop and implement automated pipelines for model training and evaluation.
– Conduct experiments to evaluate the effectiveness of different models and algorithms.
– Participate in code reviews, testing, and documentation to ensure high-quality and maintainable code.
– Keep up-to-date with the latest advancements in machine learning and data science techniques.
职位要求：
Minimum Qualifications：
Currently pursuing a degree or equivalent experience in Data Science, Computer Science, Applied Math or a related field;
Solid understanding of machine learning concepts, algorithms, and workflows;
Proficiency in Python programming, with experience developing ML solution from data interface, to library optimization and cross validations;
Familiarity with data analysis tools in Python like Pandas, NumPy, Matplotlib, and Jupyter notebooks;
Familiarity with industry leading ML libraries such as TensorFlow, PyTorch, Scikit-learn, etc;
Basic knowledge of software development tools and version control systems (e.g., Git).
Self-motivated, responsible;
Available to join internship for 6-12 months, no less than 3 days a week;
This internship will be based on-site at our Shanghai office, providing you with the opportunity to work directly with our team, experience our company culture, and collaborate in person;
Preferred Qualifications：
Experience of camera, optics or imaging is a plus;
Experience in data analysis and visualization with Matlab/Python/JMP;
Excellent communication skills, both verbally and written (In both Chinese and English);
招聘部门：
Apple Students
工作地点：
Shanghai, Shanghai, China
面试建议：
Apple的机器学习工程师实习岗位与其他公司同类职位最大的不同在于其强烈的硬件产品导向。面试官会特别关注候选人将机器学习模型落地到实际硬件产品的能力，尤其是新产品导入(NPI)和量产环节的实践经验。这要求你不仅要有扎实的算法基础，还需要理解硬件产品开发流程和约束条件。 准备面试时，建议重点突出你在Python机器学习生态(Pandas、NumPy、TensorFlow/PyTorch)的实战经验，特别是那些涉及数据处理管道构建和模型验证的项目。同时要准备好用中英文双语解释你的技术方案，因为团队协作和跨部门沟通是这个岗位的重要日常。如果可能，提前了解Apple硬件产品线特别是影像系统的技术特点会大大加分。记住，他们要找的不是单纯的理论研究者，而是能将AI技术转化为卓越用户体验的实践者。
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