职位描述：
Summary：
If you are the kind of people who are passionate on pursuing excellence, embracing challenges, enjoying work with others, learning new things along the way, Apple is the right place for you.
The ideal candidate will possess the self-motivation, curiosity, and initiative to achieve those goals. Analogously, the candidate is a lifelong learner who passionately seeks to improve themselves and the quality of their work.
Description：
The computer vision algorithm engineer will work in a dynamic team as part of the Video Engineering org which develops on-device computer vision and machine perception technologies across Apple’s products. We balance research and product to deliver the highest quality, state-of-the-art experiences, innovating through the full stack, and partnering with cross-functional teams to influence what brings our vision to life and into customers hands.
职位要求：
Minimum Qualifications：
M.S. or PhD in Electrical Engineering/Computer Science or a related field (mathematics, physics or computer engineering), with a focus on computer vision and/or machine learning
Rich experiences in video machine learning covering one of the topics: Agentic AI / Multi-Modal LLM / Video Foundation Model / Video Generative Editing
Proven prototyping skills and proficient in coding (C, C++, Python)
Excellent written and verbal communications skills, be comfortable presenting research to large audiences, and have the ability to work hands-on in multi-functional teams
Preferred Qualifications：
Publication record in relevant venues (e.g. NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, SIGGRAPH)
Industry experiences with multi-modal foundation model and frameworks
Knowledge and understanding of generative AI, multi-modal large language model, video caption
Solid understanding of state-of-the-arts in Video Understanding and familiar with the challenges of developing algorithms that run efficiently on resource constrained platforms
Team oriented, result oriented, and self motivated
招聘部门：
Apple Machine Learning and AI
工作地点：
Beijing, Beijing, China
面试建议：
Apple的计算机视觉/机器学习工程师（Agentic AI方向）职位是一个极具挑战性和前沿性的岗位。这个职位不仅要求候选人在计算机视觉和机器学习领域有深厚的理论基础，还需要在Agentic AI、多模态大语言模型和视频基础模型等前沿技术方向有实际经验。面试官会特别关注你在这些领域的项目经历和研究成果，尤其是那些能够展示你解决复杂问题能力和创新思维的部分。 为了准备这场面试，建议你重点复习和准备以下几个方面的内容：首先，确保你对Agentic AI、多模态大语言模型和视频基础模型的核心概念和最新进展有深入理解，并能通过具体案例展示你在这些领域的经验。其次，准备好展示你的编程能力，特别是使用C、C++和Python进行原型开发的经验。此外，面试中可能会涉及算法优化和在资源受限平台上运行的挑战，因此你需要准备好讨论你在这些方面的经验和解决方案。最后，不要忽视沟通能力的展示，面试官会期望你能够清晰地表达你的想法和研究成果，尤其是在跨功能团队中协作的经验。
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