
AI Engineer Interview
The interview revolves around the design of an AI system for short-video recommendations with a focus on content safety and data realism.
8 minutes
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Questions that have appeared at tiktok for an engineering (Case Study) interview.
1. System Design
Question: How would you design a feature for TikTok that allows users to find and follow other users with similar content interests?
Question: If TikTok wanted to implement a live streaming feature, what would be the key considerations and how would you approach the design?
Question: Suppose you are asked to design a system to handle TikTok's video uploading service. What factors would you consider to ensure the system is robust, scalable, and efficient?
2. Data Storage and Retrieval
Question: How would you design a database schema to efficiently store and retrieve TikTok's user-generated content?
Question: Can you discuss a strategy for storing and retrieving the massive amount of user interaction data (likes, shares, comments) on TikTok?
Question: TikTok needs to store and retrieve personalized user feeds effectively. How would you design such a system?
3. Performance Optimization
Question: How would you tackle the challenge of optimizing video loading speed on TikTok to improve user experience?
Question: What strategies would you propose to ensure optimal performance of the TikTok app during peak usage times?
Question: How would you approach the problem of optimizing real-time data processing for TikTok's recommendation system?
4. Security and Privacy
Question: How would you design a secure system to protect TikTok users' personal data?
Question: What considerations would you take into account when designing a feature for users to report inappropriate content on TikTok?
Question: How would you ensure the privacy of users' direct messages on TikTok while still allowing for necessary moderation?
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