Google Interview Questions & Answers
Master your Google interview with expert-curated questions for engineering, data, product, and business roles. Tackle realistic technical and behavioral challenges to enhance your preparation.
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Asked at
Adobe, Twitter, Google
How do you prioritize tasks when managing multiple responsibilities?
Easy
Behavioral
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Asked at
Adobe, Twitter, Google
How do you prioritize tasks when managing multiple responsibilities?
Easy
Behavioral
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Asked at
Google, IBM, Apple
What are the key benefits and challenges of implementing a distributed data warehouse?
Medium
Hypothetical
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Asked at
Google, IBM, Apple
What are the key benefits and challenges of implementing a distributed data warehouse?
Medium
Hypothetical
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What are the benefits and challenges of implementing a distributed event sourcing system?
Hard
Technical
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What are the benefits and challenges of implementing a distributed event sourcing system?
Hard
Technical
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Asked at
Meta, Microsoft, Google
What are the key benefits and challenges of implementing edge computing?
Medium
Hypothetical
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Asked at
Meta, Microsoft, Google
What are the key benefits and challenges of implementing edge computing?
Medium
Hypothetical
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Asked at
Google, Amazon, Meta
What are the key benefits and challenges of implementing serverless architecture?
Medium
Hypothetical
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Asked at
Google, Amazon, Meta
What are the key benefits and challenges of implementing serverless architecture?
Medium
Hypothetical
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Asked at
Google, Meta
What is a Bloom filter, and what are its common use cases?
Medium
Technical
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Asked at
Google, Meta
What is a Bloom filter, and what are its common use cases?
Medium
Technical
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Google, Amazon, Microsoft
As CFO of our company, what would be your top concerns?
Medium
Hypothetical
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Asked at
Google, Amazon, Microsoft
As CFO of our company, what would be your top concerns?
Medium
Hypothetical
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Asked at
Amazon, Google, Intel
How can you determine if two binary trees are identical?
Medium
Technical
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Asked at
Amazon, Google, Intel
How can you determine if two binary trees are identical?
Medium
Technical
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What is consistent hashing, and how does the hashing ring structure work?
Medium
Technical
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What is consistent hashing, and how does the hashing ring structure work?
Medium
Technical
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Google, Microsoft, Oracle
What database management systems are you familiar with?
Easy
Technical
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Asked at
Google, Microsoft, Oracle
What database management systems are you familiar with?
Easy
Technical
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Asked at
Google, Meta, Airbnb
How do you deliver constructive criticism effectively?
Medium
Behavioral
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Asked at
Google, Meta, Airbnb
How do you deliver constructive criticism effectively?
Medium
Behavioral
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Can you describe a time when you had to deliver bad news to someone? How did you approach the conversation, and what was the outcome?
Medium
Behavioral
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Can you describe a time when you had to deliver bad news to someone? How did you approach the conversation, and what was the outcome?
Medium
Behavioral
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Can you describe a time when you monitored a team project and provided feedback to team members? What specific aspects did you track, how did you choose them, and what type of feedback did you give? How was your feedback received, and do you believe it contributed to the team's success?
Hard
Behavioral
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Can you describe a time when you monitored a team project and provided feedback to team members? What specific aspects did you track, how did you choose them, and what type of feedback did you give? How was your feedback received, and do you believe it contributed to the team's success?
Hard
Behavioral
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Asked at
Slack, Google
Can you describe a challenging experience you had while working in a team? What were the issues, how did you address them, and what was the result?
Medium
Behavioral
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Asked at
Slack, Google
Can you describe a challenging experience you had while working in a team? What were the issues, how did you address them, and what was the result?
Medium
Behavioral
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Asked at
Google, Uber
Can you describe a situation where you needed to gather information from someone who struggled to communicate their needs? Why was this information important, how did you obtain it, and what was the outcome?
Medium
Behavioral
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Asked at
Google, Uber
Can you describe a situation where you needed to gather information from someone who struggled to communicate their needs? Why was this information important, how did you obtain it, and what was the outcome?
Medium
Behavioral
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Can you describe a situation where you had to choose between admitting a mistake and preserving your credibility with a supervisor or client? What was your decision-making process, and how does your approach differ from others in similar situations? What would you do differently in the future?
Hard
Behavioral
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Can you describe a situation where you had to choose between admitting a mistake and preserving your credibility with a supervisor or client? What was your decision-making process, and how does your approach differ from others in similar situations? What would you do differently in the future?
Hard
Behavioral
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Asked at
Google, Procter & Gamble
Can you share an example of a time you successfully aligned your organization around a common goal? What was the goal, how did you gain support, and what was the result?
Medium
Behavioral
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Asked at
Google, Procter & Gamble
Can you share an example of a time you successfully aligned your organization around a common goal? What was the goal, how did you gain support, and what was the result?
Medium
Behavioral
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Asked at
Google, Nike, Adobe
Can you describe a time when you trained or coached two different individuals? What similarities and differences did you notice in your approach, and did you find one person more successful than the other?
Medium
Behavioral
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Asked at
Google, Nike, Adobe
Can you describe a time when you trained or coached two different individuals? What similarities and differences did you notice in your approach, and did you find one person more successful than the other?
Medium
Behavioral
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Asked at
Google, Meta, Nike
Can you provide an example of a situation where you effectively communicated with team members and supervisors? What was the outcome, and what factors contributed to the success of your communication?
Medium
Behavioral
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Asked at
Google, Meta, Nike
Can you provide an example of a situation where you effectively communicated with team members and supervisors? What was the outcome, and what factors contributed to the success of your communication?
Medium
Behavioral
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Asked at
Can you describe a situation where you had to complete a task using hard-to-find information? How did you obtain the necessary details, and what was the result?
Medium
Behavioral
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Asked at
Can you describe a situation where you had to complete a task using hard-to-find information? How did you obtain the necessary details, and what was the result?
Medium
Behavioral
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Asked at
Adobe, Google
Can you describe a time when you led a change initiative? What was your approach to gaining support, and what challenges did you encounter along the way?
Medium
Behavioral
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Asked at
Adobe, Google
Can you describe a time when you led a change initiative? What was your approach to gaining support, and what challenges did you encounter along the way?
Medium
Behavioral
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Can you provide an example of a situation where you created procedures for managing, assessing, or sharing information? What were the procedures, and what was the outcome?
Medium
Behavioral
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Can you provide an example of a situation where you created procedures for managing, assessing, or sharing information? What were the procedures, and what was the outcome?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
Can you describe the research you have conducted relevant to this position?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
Can you describe the research you have conducted relevant to this position?
Medium
Behavioral
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Asked at
Salesforce, Google, Coca-Cola
What expectations did you set for your last team, and how did you communicate them? What factors influenced your decision-making in this process?
Medium
Behavioral
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Asked at
Salesforce, Google, Coca-Cola
What expectations did you set for your last team, and how did you communicate them? What factors influenced your decision-making in this process?
Medium
Behavioral
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Asked at
Workday, Uber, Google
What steps have you taken in the past year to stay updated on advancements in your field or develop new skills? What specific knowledge or skills did you focus on, and how did you approach this learning? Who motivated or initiated your learning process?
Medium
Behavioral
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Asked at
Workday, Uber, Google
What steps have you taken in the past year to stay updated on advancements in your field or develop new skills? What specific knowledge or skills did you focus on, and how did you approach this learning? Who motivated or initiated your learning process?
Medium
Behavioral
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How would you design a chat server to effectively handle multiple clients? Please detail your approach
Hard
Technical
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How would you design a chat server to effectively handle multiple clients? Please detail your approach
Hard
Technical
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How would you design a real-time system for detecting fraudulent transactions?
Hard
Case Study
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Asked at
How would you design a real-time system for detecting fraudulent transactions?
Hard
Case Study
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Asked at
Google, Intel
How would you design a system to detect and mitigate DDoS attacks?
Hard
Technical
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Asked at
Google, Intel
How would you design a system to detect and mitigate DDoS attacks?
Hard
Technical
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Asked at
Netflix, Google, Meta
How would you design a distributed configuration management system?
Hard
Design
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Asked at
Netflix, Google, Meta
How would you design a distributed configuration management system?
Hard
Design
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Asked at
Meta, Intel, Google
How would you design a system to manage distributed logging effectively?
Hard
Technical
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Asked at
Meta, Intel, Google
How would you design a system to manage distributed logging effectively?
Hard
Technical
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Asked at
Google, Intel, Netflix
How would you design a system to efficiently process large-scale batch jobs?
Hard
Technical
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Asked at
Google, Intel, Netflix
How would you design a system to efficiently process large-scale batch jobs?
Hard
Technical
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Asked at
Amazon, Tesla, Google
How would you design a real-time data classification system?
Hard
Technical
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Asked at
Amazon, Tesla, Google
How would you design a real-time data classification system?
Hard
Technical
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Asked at
Intel, Google
What is the difference between stack memory and heap memory?
Medium
Technical
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Asked at
Intel, Google
What is the difference between stack memory and heap memory?
Medium
Technical
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Google, Amazon, Microsoft
How would you encourage staff to adopt new processes instead of relying on traditional methods?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How would you encourage staff to adopt new processes instead of relying on traditional methods?
Medium
Behavioral
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Google, Amazon, Microsoft
What is your estimate of the number of hairstylists or barbers in this city, and what rationale do you use to support your estimate?
Medium
Case
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Asked at
Google, Amazon, Microsoft
What is your estimate of the number of hairstylists or barbers in this city, and what rationale do you use to support your estimate?
Medium
Case
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Google, Amazon, Microsoft
How would you evaluate whether the company should continue offering a specific product or service?
Medium
Hypothetical
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Asked at
Google, Amazon, Microsoft
How would you evaluate whether the company should continue offering a specific product or service?
Medium
Hypothetical
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Google, Microsoft, Amazon
Can you provide an example of a situation where you used logical reasoning to solve a problem?
Medium
Behavioral
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Asked at
Google, Microsoft, Amazon
Can you provide an example of a situation where you used logical reasoning to solve a problem?
Medium
Behavioral
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Asked at
Netflix, Apple, Google
What is memoization in dynamic programming, and how does it improve algorithm efficiency?
Medium
Technical
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Asked at
Netflix, Apple, Google
What is memoization in dynamic programming, and how does it improve algorithm efficiency?
Medium
Technical
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Asked at
Google, Meta, Intel
What is a distributed transaction log, and how does it function in data management systems?
Medium
Technical
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Asked at
Google, Meta, Intel
What is a distributed transaction log, and how does it function in data management systems?
Medium
Technical
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Asked at
Google, Amazon, Microsoft
Can you describe your favorite project and what made it meaningful to you?
Easy
Behavioral
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Asked at
Google, Amazon, Microsoft
Can you describe your favorite project and what made it meaningful to you?
Easy
Behavioral
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Asked at
Google, Tesla, Intel
How do you calculate the number of islands in a 2D grid?
Medium
Coding
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Asked at
Google, Tesla, Intel
How do you calculate the number of islands in a 2D grid?
Medium
Coding
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How would you manage data synchronization in a distributed database system?
Hard
Technical
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How would you manage data synchronization in a distributed database system?
Hard
Technical
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Asked at
Google, Amazon, Microsoft
What factors could lead to a high-tech company having a higher price-to-earnings (P/E) ratio compared to a grocery retailer?
Medium
Hypothetical
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Asked at
Google, Amazon, Microsoft
What factors could lead to a high-tech company having a higher price-to-earnings (P/E) ratio compared to a grocery retailer?
Medium
Hypothetical
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Asked at
What hobbies or interests do you have that contribute to your professional growth?
Medium
Behavioral
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What hobbies or interests do you have that contribute to your professional growth?
Medium
Behavioral
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Asked at
Airbnb, Uber, Google
How do you manage stress in high-pressure situations?
Easy
Behavioral
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Asked at
Airbnb, Uber, Google
How do you manage stress in high-pressure situations?
Easy
Behavioral
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Asked at
Google, Amazon, Microsoft
How many days does it take for the pond to be half covered if a lily pad doubles in size every day and completely covers the pond on the 30th day?
Medium
Hypothetical
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Asked at
Google, Amazon, Microsoft
How many days does it take for the pond to be half covered if a lily pad doubles in size every day and completely covers the pond on the 30th day?
Medium
Hypothetical
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Asked at
Shopify, Procter & Gamble, Google
How do you believe others perceive you?
Medium
Behavioral
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Asked at
Shopify, Procter & Gamble, Google
How do you believe others perceive you?
Medium
Behavioral
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Asked at
Google, Intel
How do you implement the Bellman-Ford algorithm to find the shortest path in a graph?
Hard
Technical
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Asked at
Google, Intel
How do you implement the Bellman-Ford algorithm to find the shortest path in a graph?
Hard
Technical
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Asked at
Microsoft, Google, Apple
How would you implement a distributed configuration management tool?
Hard
Technical
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Asked at
Microsoft, Google, Apple
How would you implement a distributed configuration management tool?
Hard
Technical
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Asked at
Apple, Google
How would you design and implement a distributed lock service?
Hard
Technical
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Asked at
Apple, Google
How would you design and implement a distributed lock service?
Hard
Technical
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Asked at
Google, Microsoft, Amazon
How would you implement a distributed service mesh in a cloud environment?
Hard
Technical
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Asked at
Google, Microsoft, Amazon
How would you implement a distributed service mesh in a cloud environment?
Hard
Technical
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Asked at
Apple, Netflix, Google
How would you design and implement a distributed state management system?
Hard
Technical
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Asked at
Apple, Netflix, Google
How would you design and implement a distributed state management system?
Hard
Technical
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Asked at
Google, Netflix, Microsoft
How would you design and implement a distributed task execution engine?
Hard
Technical
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Asked at
Google, Netflix, Microsoft
How would you design and implement a distributed task execution engine?
Hard
Technical
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Explain the steps to implement Kruskal's algorithm for finding the minimum spanning tree
Medium
Technical
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Explain the steps to implement Kruskal's algorithm for finding the minimum spanning tree
Medium
Technical
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How do you implement a queue using two stacks?
Medium
Technical
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How do you implement a queue using two stacks?
Medium
Technical
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Asked at
Google, Amazon
What is the significance of idempotency in distributed systems?
Medium
Technical
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Asked at
Google, Amazon
What is the significance of idempotency in distributed systems?
Medium
Technical
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Asked at
Adobe, Google
Can you describe a situation where you had to interpret a policy flexibly? What made the situation ambiguous, and how did you handle it? In hindsight, what could you have done differently?
Medium
Behavioral
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Asked at
Adobe, Google
Can you describe a situation where you had to interpret a policy flexibly? What made the situation ambiguous, and how did you handle it? In hindsight, what could you have done differently?
Medium
Behavioral
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Asked at
How would you inform your team about an approaching deadline and ensure they submit their materials on time?
Medium
Behavioral
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How would you inform your team about an approaching deadline and ensure they submit their materials on time?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
Which is more crucial for business success: IQ or EQ?
Medium
Hypothetical
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Asked at
Google, Amazon, Microsoft
Which is more crucial for business success: IQ or EQ?
Medium
Hypothetical
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Google, Amazon, Microsoft
What are the key differences between budgeting and forecasting?
Medium
Technical
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Asked at
Google, Amazon, Microsoft
What are the key differences between budgeting and forecasting?
Medium
Technical
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Google, Amazon, Microsoft
What is the largest budget you have managed in your previous roles?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What is the largest budget you have managed in your previous roles?
Medium
Behavioral
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Asked at
Airbnb, Google, Uber
Can you describe a specific instance where you demonstrated leadership skills in the workplace?
Medium
Behavioral
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Asked at
Airbnb, Google, Uber
Can you describe a specific instance where you demonstrated leadership skills in the workplace?
Medium
Behavioral
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Asked at
Microsoft, Meta, Google
Can you describe a situation where you led a team and faced unexpected challenges? What was the outcome?
Medium
Behavioral
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Asked at
Microsoft, Meta, Google
Can you describe a situation where you led a team and faced unexpected challenges? What was the outcome?
Medium
Behavioral
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Asked at
Google, Netflix, IBM
Write a function to find the longest substring without repeating characters in a given string
Medium
Coding
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Asked at
Google, Netflix, IBM
Write a function to find the longest substring without repeating characters in a given string
Medium
Coding
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Asked at
Google, Amazon, Microsoft
How do you prioritize and manage multiple tasks effectively?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you prioritize and manage multiple tasks effectively?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you manage organization and prioritize tasks when working on multiple projects simultaneously?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you manage organization and prioritize tasks when working on multiple projects simultaneously?
Medium
Behavioral
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Asked at
Google, Meta, Nike
How would you manage a project that was originally scheduled for a few months if you suddenly had only a few days to complete it?
Hard
Behavioral
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Asked at
Google, Meta, Nike
How would you manage a project that was originally scheduled for a few months if you suddenly had only a few days to complete it?
Hard
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you manage stress when working on challenging projects?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you manage stress when working on challenging projects?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you manage stress during challenging situations?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How do you manage stress during challenging situations?
Medium
Behavioral
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Asked at
Intel, Google
How would you write a function to merge two sorted arrays into one sorted array?
Medium
Coding
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Asked at
Intel, Google
How would you write a function to merge two sorted arrays into one sorted array?
Medium
Coding
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Asked at
Google, Amazon, Microsoft
What metrics do you use to assess the organization's progress?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What metrics do you use to assess the organization's progress?
Medium
Behavioral
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What was the most competitive activity you participated in last week outside of work?
Easy
Behavioral
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What was the most competitive activity you participated in last week outside of work?
Easy
Behavioral
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Asked at
Amazon, Uber, Google
How do you motivate team members to achieve their best performance?
Medium
Behavioral
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Asked at
Amazon, Uber, Google
How do you motivate team members to achieve their best performance?
Medium
Behavioral
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Asked at
Google, Amazon
Do you consider yourself more motivated by winning or by the fear of losing?
Medium
Behavioral
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Asked at
Google, Amazon
Do you consider yourself more motivated by winning or by the fear of losing?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What is the probability that the first day of the month falls on a Monday?
Medium
Hypothetical
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Asked at
Google, Amazon, Microsoft
What is the probability that the first day of the month falls on a Monday?
Medium
Hypothetical
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Asked at
Google, Shopify
Can you provide specific examples of how you pursue self-development? What methods do you use to identify and seek out growth opportunities, and how do you apply what you've learned to benefit your organization?
Medium
Behavioral
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Asked at
Google, Shopify
Can you provide specific examples of how you pursue self-development? What methods do you use to identify and seek out growth opportunities, and how do you apply what you've learned to benefit your organization?
Medium
Behavioral
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Asked at
Microsoft, Google
What is quorum-based replication in distributed databases?
Hard
Technical
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Asked at
Microsoft, Google
What is quorum-based replication in distributed databases?
Hard
Technical
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Asked at
Google, Amazon, Microsoft
How would you resolve a conflict between two executives in your company?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
How would you resolve a conflict between two executives in your company?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What is the most impressive experience listed on your resume?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What is the most impressive experience listed on your resume?
Medium
Behavioral
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Google, Amazon, Microsoft
What are stock options, and how do they work in the context of employee compensation?
Medium
Technical
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Asked at
Google, Amazon, Microsoft
What are stock options, and how do they work in the context of employee compensation?
Medium
Technical
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Asked at
Google, Amazon, Microsoft
What strategies do you use to effectively multitask in a professional setting?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What strategies do you use to effectively multitask in a professional setting?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What strategies do you recommend for effectively budgeting a new project?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What strategies do you recommend for effectively budgeting a new project?
Medium
Behavioral
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Google, Amazon, Microsoft
What does success mean to you?
Medium
Behavioral
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Asked at
Google, Amazon, Microsoft
What does success mean to you?
Medium
Behavioral
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What superpower would you choose and why?
Easy
Hypothetical
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What superpower would you choose and why?
Easy
Hypothetical
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Asked at
Google, Amazon, Goldman Sachs
You have three identical light bulbs in a windowless room, each connected to one of three switches outside. All bulbs are currently off. You can flip any of the switches only once before entering the room to identify which switch controls which bulb. How can you determine the correct switch for each bulb?
Medium
Case
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Asked at
Google, Amazon, Goldman Sachs
You have three identical light bulbs in a windowless room, each connected to one of three switches outside. All bulbs are currently off. You can flip any of the switches only once before entering the room to identify which switch controls which bulb. How can you determine the correct switch for each bulb?
Medium
Case
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Asked at
Google, Amazon, Microsoft
What are three key challenges currently facing our company?
Medium
Hypothetical
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What are three key challenges currently facing our company?
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Can you describe a time when you voluntarily took on a leadership role?
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Can you describe a time when you voluntarily took on a leadership role?
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What are your career goals for the next five years?
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What are your career goals for the next five years?
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What attracts you to this position?
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Asked at
Google, Amazon, Microsoft
What attracts you to this position?
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