AMA Interview
AMA Interview
Top Google AI Engineer Interview Questions
Google, a subsidiary of Alphabet Inc., is renowned for its search engine, cloud computing services, and advancements in artificial intelligence. With flagship products like Android, YouTube, and Google Workspace, it revolutionizes the way people access information and connect globally. Google focuses on cutting-edge innovations in AI, machine learning, and quantum computing, while prioritizing sustainability and user privacy. Its inclusive workplace culture and commitment to solving global challenges make it a pioneer in the tech industry.
Assume you are climbing a staircase, and reaching the top takes "m" steps. How many distinct ways can you climb to the top by climbing either 1 or 2 steps each time?
Medium
Nov 23,2024
Dynamic Programming
Google
Google
Design a distributed file storage system like Google Drive.
Medium
Nov 23,2025
System Design
Google
Google
How would you optimize a database query to improve runtime?
Medium
Nov 23,2024
Query Optimization
Google
Google
How do you decide which algorithm to use for a given problem?
Medium
Jan 2, 2025
Algorithm Design
Problem Solving
Google
Google
Tell me about a conflict you had at work.
Medium
Dec 20,2024
Conflict Resolution
Google
Google
Can you detail your experience in the field of NLP and the creation of recommender systems?
Hard
Jan 2, 2025
Natural Language Processing
Recommender Systems
Google
Google
Describe how an array works
Medium
Nov 23,2024
Data Structures
Google
Google
How would you reverse a string in Python?
Easy
Dec 20,2024
Coding
Google
Google
Explain the differences between a mutex and a semaphore. When would you use each?
Medium
Nov 23,2024
Concurrency
Google
Google
How do you deal with conflicts between teammates?
Medium
Nov 23,2024
Conflict Resolution
Google
Google
Demonstrate how you push yourself to grow.
Easy
Dec 20,2024
Personal Growth
Google
Google
Assume there is a government website that can check one IP address at a time to determine if it should be banned. If required, the service should not be provided to that IP, and it must be filtered out. There is no batch processing, no full list available, and the queries per second (QPS) are limited, allowing only one IP check at a time.
Hard
Jan 7, 2025
Networking and Security
System Design
Google
Google
Develop a solution to transfer client files back to Google's servers.
Hard
Jan 7, 2025
Cloud Computing
System Design
Google
Google
Could you discuss the computational complexity involved in training an SVM? What is the time complexity associated with making predictions using a trained SVM? How does the choice of kernel in an SVM affect the time complexity for both training and inference?
Hard
Jan 2, 2025
Computational Complexity
Machine Learning
Google
Google
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