Tell me about a time when you learned a new technology to solve a problem.
Senior Machine Learning Engineer Interview Questions
621 senior machine learning engineer interview questions shared by candidates
Hands-on on coding in java (they were very particular about coding in java, no other language), Leetcode Based Coding. Abstract Machine Learning Problems, Variance Bias Decomposition, Boosting, Naive Bayes and other machine learning algorithms and projects
they asked me ranking techniques in rag? given an image of a person(such as their driver's license), how can we verify their identity for say kyc processing? tell me the entire story of AI, ML, deep learning to transformers architectures
Split a data frame into batches.
Implement some of classic Machine Learning algorithms
Provide an end to end overview of a ML project that you have worked on.
You are an engineer working on search. There has been an incident on social media: users are upset that photo results for certain queries have poor gender diversity, eg. “bodybuilder” shows mostly male bodybuilders. More and more users are posting new queries where results lack gender diversity. This is occurring because our content library is skewed: for each female bodybuilder image we have, we might have 50 male bodybuilders. Another team are manually elevating certain results for certain queries, but this is a manual process, and will not scale well. You have been asked to ship a more general mitigation for this problem by end of day. What would you do?
Meet HR through MS Teams, and then you will be asked to finish a case-solving problem. If you pass, you will go to a meeting with the hiring manager, and they will ask you about how you solved this problem. After this round, you will meet with the technical team, they will ask you an easy-to-medium leetcode, some python scenario cases, work experience, etc.
Why do you want to join Apple? Tell me about your past experience. How would you use a large language model to improve Apple customer personalization experience?
Describe an architecture of any neural network
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