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本人背景phd health ai, 从11月被一个hm看中简历后, 就很幸运陆续收到apple三个组的面试邀请. 可能是前面面试顺利内部有良好记录吧. apple很神奇的是每个team有不同的hr和hm. 跟每个组的人都要面2-3轮. 分享一下面经回馈地里. 求米!
EMC design engineering: 这个组5-7人, 只有一个做ml的. 想招懂ml的intern进去做exploration project to save device testing time. 12/11面了两轮, 问的问题都不太technical: - Favourite project
- How to diagnose, understand, and validate DL models
- Logic puzzles
- 9 coin problem
- 10 buckets of coins
- Why interested in medical research? How is the transition?
- ML to predict test cases, which save time
- Ok working with non-imaging data?
AC demand planning. Ops下面的组主要做forecasting models, time series models, 类似fb prophet. 12vised learningYour transition from research/health to industry. Why?How can AI be used in manufacturing?Explain the difference between a data analyst to a MLE to a grandmaWhat makes you a unique candidate?How did you know about this position?
最后收到两个组的offer. 能感觉到他们会把面试安排紧方便选择. 最后选择了ac demand planning因为更数据导向一点. 三个组的面试体验都很好. |