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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Asked at

Google

What are the benefits and challenges of implementing a distributed event sourcing system?

Hard

Technical

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Asked at

Google

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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Asked at

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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Asked at

Google

What is consistent hashing, and how does the hashing ring structure work?

Medium

Technical

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Asked at

Google

What is consistent hashing, and how does the hashing ring structure work?

Medium

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, 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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Asked at

Google

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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Asked at

Google

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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Asked at

Google

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

Google

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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Asked at

Google

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

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

Google

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

Google

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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Asked at

Google

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

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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Asked at

Google

How would you design a chat server to effectively handle multiple clients? Please detail your approach

Hard

Technical

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Asked at

Google

How would you design a chat server to effectively handle multiple clients? Please detail your approach

Hard

Technical

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Asked at

Google

How would you design a real-time system for detecting fraudulent transactions?

Hard

Case Study

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Asked at

Google

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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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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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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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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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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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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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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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

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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Asked at

Google

How would you manage data synchronization in a distributed database system?

Hard

Technical

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Asked at

Google

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

Google

What hobbies or interests do you have that contribute to your professional growth?

Medium

Behavioral

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Asked at

Google

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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Asked at

Google

Explain the steps to implement Kruskal's algorithm for finding the minimum spanning tree

Medium

Technical

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Asked at

Google

Explain the steps to implement Kruskal's algorithm for finding the minimum spanning tree

Medium

Technical

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Asked at

Google

How do you implement a queue using two stacks?

Medium

Technical

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Asked at

Google

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

Google

How would you inform your team about an approaching deadline and ensure they submit their materials on time?

Medium

Behavioral

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Practice with AI

Asked at

Google

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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Asked at

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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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

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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Practice with AI

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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Practice with AI

Asked at

Google, Amazon, Microsoft

How do you prioritize and manage multiple tasks effectively?

Medium

Behavioral

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Practice with AI

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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Practice with AI

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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Practice with AI

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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Practice with AI

Asked at

Google, Amazon, Microsoft

How do you manage stress when working on challenging projects?

Medium

Behavioral

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Practice with AI

Asked at

Google, Amazon, Microsoft

How do you manage stress when working on challenging projects?

Medium

Behavioral

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Practice with AI

Asked at

Google, Amazon, Microsoft

How do you manage stress during challenging situations?

Medium

Behavioral

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Practice with AI

Asked at

Google, Amazon, Microsoft

How do you manage stress during challenging situations?

Medium

Behavioral

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Practice with AI

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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Practice with AI

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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Asked at

Google

What was the most competitive activity you participated in last week outside of work?

Easy

Behavioral

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Asked at

Google

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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Practice with AI

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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Practice with AI

Asked at

Google, Amazon

Do you consider yourself more motivated by winning or by the fear of losing?

Medium

Behavioral

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Practice with AI

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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Practice with AI

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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Practice with AI

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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Practice with AI

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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Practice with AI

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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Practice with AI

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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Practice with AI

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 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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Practice with AI

Asked at

Google, Amazon, Microsoft

What strategies do you use to effectively multitask in a professional setting?

Medium

Behavioral

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Practice with AI

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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Asked at

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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Asked at

Google

What superpower would you choose and why?

Easy

Hypothetical

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Asked at

Google

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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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?

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Case

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What are three key challenges currently facing our company?

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Hypothetical

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Google, Amazon, Microsoft

What are three key challenges currently facing our company?

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Hypothetical

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Twitter, Google, Shopify

Can you describe a time when you voluntarily took on a leadership role?

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Behavioral

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Twitter, Google, Shopify

Can you describe a time when you voluntarily took on a leadership role?

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Behavioral

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Google, Amazon, Microsoft

What are your career goals for the next five years?

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Behavioral

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Google, Amazon, Microsoft

What are your career goals for the next five years?

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Behavioral

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What attracts you to this position?

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Behavioral

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Asked at

Google, Amazon, Microsoft

What attracts you to this position?

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Behavioral

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