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?
Play a part in building the next revolution of machine learning technology. We’re looking for passionate mid-level and senior researchers to work on ambitious curiosity driven long-term research projects that will impact the future of Apple, and our products. In this role, you’ll have the opportunity to work on innovative foundational research in machine learning. As a member of the team, you will be inspired by a diversity of challenging problems, collaborate with world-class machine learning engineers and researchers to impact the future of Apple products, and publish some of your results in high-quality scientific venues.
Description：
You have a strong research background in machine learning or related fields, and regularly publish your results in the main relevant conference and journal venues, and make sure that your research results are of high quality and reproducible. You will propose your own research plan to advance our understanding of machine learning and execute it through implementation and experimentation, in collaboration with your colleagues. You will provide technical mentorship and guidance, and prepare technical reports for publication and conference talks. You will have the opportunity to collaborate with broader teams across Apple.
职位要求：
Minimum Qualifications：
Demonstrated expertise in machine learning research.
Publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, AAAI, CVPR, ICCV, ECCV, ACL, EMNLP, etc).
Hands-on experience working with deep learning toolkits such as Tensorflow or PyTorch.
Strong mathematical skills in linear algebra and statistics.
Preferred Qualifications：
Ability to formulate a research problem, design, experiment, implement and communicate solutions.
Ability to work in a diverse collaborative environment.
PhD, or equivalent practical experience, in Computer Science, or related technical field.
招聘部门：
Apple Machine Learning and AI
工作地点：
Beijing, Beijing, China
面试建议：
Apple的AIML – Machine Learning Researcher, Foundation Models职位是一个极具挑战性的研究岗位，它不仅要求候选人具备扎实的机器学习研究背景，还特别强调在基础模型领域的创新能力和学术发表记录。面试官会重点关注你在顶级会议和期刊上的发表经历，以及你如何将研究成果转化为实际应用的能力。 为了准备这次面试，建议你详细回顾自己的研究项目，特别是那些与基础模型相关的部分。准备好讨论你在项目中遇到的挑战、解决方案以及最终成果。同时，确保你对TensorFlow或PyTorch等工具的使用经验有清晰的描述，并能展示你在数学基础上的扎实功底。此外，由于这个职位强调团队协作，你还需要准备一些例子来展示你在多样化团队中的工作经验和沟通能力。最后，别忘了准备一些关于Apple产品和机器学习未来发展的见解，以展示你对公司使命和行业趋势的深刻理解。
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