职位描述:
Summary:
The display technology team features a collaborative environment with creative, smart talents, world-class products and cutting-edge technologies. Team provides opportunities for individuals to contribute across a wide spectrum of disciplines. Best in class engineering excellence and thoroughness are expected and encouraged. Innovation, IP and patent creation are highly supported and valued. Pushing the envelope to design and ship innovative products with best-in-class technologies and user experiences are the main goals of the display technology team
Description:
This individual will play a key role in computer vision/image processing algorithms design and development to enable display and other optical components calibration and metrology. You will work closely with cross-functional groups to ensure the success of current and future Apple display/optical products. Candidate will be responsible for,
– Specify, design and implement metrology and calibration algorithms during Apple new product introduction (NPI) process and mass production
– Develop, optimize, qualify and debug the algorithms and software
– Integrate and validate the algorithms in manufacturing test equipment
– Evaluate efficacy of the algorithms as compared to human visual inspection
– Define algorithm performance verification specs and review existing algorithms
– Collaborate with other team members to deploy the algorithms/SW to factories during the NPI process
– Analyze large amounts of NPI performance data
职位要求:
Key Qualifications:
The ideal candidate will have 5+ years of algorithm development experience
Deep knowledge of image processing and computer vision
Rich experience in algorithm development
Experience in camera based metrology is a plus
Familiarity with Matlab image processing toolbox or OpenCV § Programming skills in Matlab/C/C++/Python
Experience in data analysis and visualization with Matlab/Python/JMP
Self-motivated, responsible, excellent written and verbal interpersonal skills
Education & Experience:
MS/PhD in Electrical Engineering, Computer Engineering, Computer Science, Optics or related field.
招聘部门:
Apple Machine Learning and AI
工作地点:
Shanghai, Shanghai, China
面试建议:
Apple的计算机视觉算法工程师职位是一个极具挑战性的角色,尤其是在显示和光学组件校准和计量领域。这个职位不仅要求深厚的图像处理和计算机视觉知识,还需要具备算法开发和优化的实际经验。面试官会特别关注你在这些领域的专业能力,尤其是在实际项目中的应用经验。 为了准备这个面试,建议你重点复习计算机视觉和图像处理的基础知识,尤其是与显示和光学相关的算法。同时,准备好展示你在Matlab、OpenCV或Python中的编程能力,以及你在数据分析和可视化方面的经验。面试中可能会涉及实际问题的解决,因此建议你准备一些具体的项目案例,展示你如何在这些技术领域取得成功。此外,由于这个职位需要与跨职能团队合作,沟通和团队协作能力也是面试官会重点考察的方面。
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