
AI Engineer Interview
This interview focuses on the conceptual design of AI systems, including the identification of necessary datasets, model choices, and strategies for product categorization and recommendation.
8 minutes
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Questions that have appeared at amazon for an engineering (Case Study) interview.
1. System Design
Question: How would you design a distributed system to handle peak traffic during a major sales event?
Question: Describe how you would design a system to efficiently manage a large inventory of products.
Question: How would you architect a highly scalable and reliable system for streaming videos?
2. Performance Optimization
Question: How would you diagnose and resolve performance issues in a distributed system?
Question: Can you describe a time when you had to optimize a service for performance? What was the impact of your optimization?
Question: How would you approach optimizing a database query that's running slower than expected?
3. Troubleshooting and Debugging
Question: Describe a complex debugging experience you had and how you resolved it.
Question: Can you discuss a time when you faced a challenging bug and the steps you took to resolve it?
Question: How would you troubleshoot an issue where a distributed service is failing intermittently?
4. Scalability
Question: Describe how you would scale an application to handle a rapid increase in traffic.
Question: Can you share an example where you had to design a solution to handle a large scale data processing?
Question: How would you ensure the scalability of a microservices architecture?
5. Disaster Recovery
Question: Can you describe a time when you had to handle a major system outage? What steps did you take to resolve it?
Question: How would you plan for disaster recovery in a distributed system?
Question: Describe a situation where you had to implement a failover strategy for a mission-critical application.
6. Data Management
Question: How would you design a system to efficiently store and retrieve a large amount of customer data?
Question: Can you describe a time when you had to design a data pipeline for processing large volumes of data?
Question: How would you ensure data consistency across multiple services in a distributed system?
7. Security
Question: How would you design a system to ensure secure transactions for an e-commerce platform?
Question: Can you describe a time when you had to implement a security feature in a distributed system?
Question: How would you approach securing data in transit and at rest in a distributed system?
8. Monitoring and Logging
Question: How would you design a robust logging and monitoring system for a distributed application?
Question: Can you describe a time when you used logs or monitoring data to diagnose and fix a problem?
Question: How would you approach setting up alerts and metrics for a new service?
9. Deployment
Question: How would you design a system for zero-downtime deployment?
Question: Can you describe a time when you had to roll back a faulty deployment? What steps did you take to prevent similar incidents in the future?
Question: How would you approach deploying a new service in a distributed system?
10. Infrastructure
Question: How would you design the infrastructure for a highly available and scalable application?
Question: Can you share an example where you had to make a critical decision regarding infrastructure architecture?
Question: How would you design a system to handle a failure of a complete data center?
About This Interview
Interview Type
PRODUCT SENSE
Difficulty Level
4/5
Interview Tips
• Research the company thoroughly
• Practice common questions
• Prepare your STAR method responses
• Dress appropriately for the role