
AI Engineer Interview
This interview focuses on the design of an AI system to monitor and flag potential market abuse behaviors, ensuring compliance with regulatory standards. It also explores the candidate's ability to make strategic decisions around system design, risk management, and stakeholder communication.
8 minutes
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Questions that have appeared at goldmansachs for a engineering (Case Study) interview.
1. System Design
Question: Describe how you would design a system to handle high-frequency trading.
Question: Given a case where we need to build a distributed system to handle large volumes of data, what would be your approach?
Question: How would you design a system that could ensure data consistency across multiple databases?
2. Project Management
Question: Describe a project you managed from start to finish, highlighting the challenges you faced and how you overcame them.
Question: How would you handle a situation where a critical project is behind schedule?
Question: Describe a time when you had to make a trade-off between quality and timeline.
3. Data Structures and Algorithms
Question: How would you design an efficient algorithm for searching through a large dataset?
Question: Describe a situation where you had to choose a specific data structure over another for a project. Why did you make that choice?
Question: How would you handle a scenario where your algorithm's performance is declining due to increasing data volume?
4. Engineering Ethics and Practices
Question: Give an example of a time when you faced an ethical dilemma in your work. How did you handle it?
Question: How do you ensure the quality and reliability of the code you write?
Question: Describe a situation where you had to challenge a decision or idea for the betterment of a project. How did you handle it?
5. Problem Solving
Question: Describe a time when you had to solve a complex problem at work. What was your approach and what was the outcome?
Question: How would you approach debugging a system issue that only occurs intermittently?
Question: Share an instance where an innovative solution you suggested was implemented and it positively impacted the project.
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