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Submission: On January 31 via api from US — Scanned from DE
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New: ML Engineer System Design Interview Prep → Courses Popular Courses Product Management Highlight your product sense and execution skills. Engineering Management Communicate your leadership and management skills. Software Engineering Brush up on DSA and coding fundamentals. System Design Define architectures, interfaces, and databases in a time crunch. SQL Query and analyze important data sets. Machine Learning New Apply your engineering knowledge to complex ML systems. Courses TPM UX / Product Design PM Skills BizOps & Strategy Solutions Architect Get More Interviews Behavioral View all courses * Questions * Peer Mocks Coaching Mock Interviews & Coaching Practice with our team of senior tech coaches. Resume Review Get your resume reviewed by a senior tech recruiter. Salary Negotiation Increase your offer with our expert negotiators. Partners For universities Give your students tech interview prep. For businesses Improve your placement rates, outcomes, and more. 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Resume Review Get your resume reviewed by a senior tech recruiter. Salary Negotiation Increase your offer with our expert negotiators. * Partners For universities Give your students tech interview prep. For businesses Improve your placement rates, outcomes, and more. Affiliate program Recommend us to others and earn commission. Work with us Help us grow the Exponent community. Pricing * More Job Referrals Get job referrals to top tech companies. Company Guides Get an inside look at top companies’ interview processes. Blog Check out our blog on tech interviewing tips, strategies, and more. Work with us Help us grow the Exponent community. Perks Access exclusive member benefits. Sign upLog in INTERVIEW QUESTIONS Prepare for interviews with our list of 2850 interview questions Role * Product Manager * Software Engineer * Technical Program Manager * Engineering Manager * Product Designer * Data Scientist * Machine Learning Engineer * BizOps & Strategy * Solutions Architect * Product Marketing Manager * QA Engineer * Data Analyst * Data Engineer * Backend Engineer * Security Engineer * Frontend Engineer * Customer Success Manager * Product Analyst * Sales Representative * Marketing Manager * Business Development * Investment Banking * Hardware Engineer * Visual Designer * Chief of Staff * Account Manager * Management Consultant * Business Analyst * Design Manager Company * Google * Meta (Facebook) * Amazon * Microsoft * DoorDash * Uber * Apple * LinkedIn * Stripe * Coinbase * Walmart Labs * Google Cloud (GCP) * TikTok * Dropbox * Spotify * Snap * Capital One * Shopify * Asana * Robinhood * Salesforce * Netflix * Expedia * Pinterest * Airbnb * JP Morgan Chase * 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A PM FOR META. DESIGN A PRODUCT FOR MUSICIANS. Save1 answerI've seen this question "Here’s my general framework/formula/structure: Clarify - What do I need to know to make the question/prompt a little less ambiguous? What assumptions do I need to establish with the interviewer? Example: I would probably ask - Are we focused on professional/gig musicians who do music for a living? Or casual hobbyist musicians who make music for fun? Or I may want to know if I should focus on building on to a current Meta product like Instagram/FB Reels or think independently of th" View answers Chloe E. - "Here’s my general framework/formula/structure: Clarify - What do I need to know to make the question/prompt a little less ambiguous? What assumptions do I need to establish with the interviewer? Example: I would probably ask - Are we focused on professional/gig musicians who do music for a living? Or casual hobbyist musicians who make music for fun? Or I may want to know if I should focus on building on to a current Meta product like Instagram/FB Reels or think independently of th"See full answer * Asked at Microsoft • 3 days ago TELL ME ABOUT A TIME YOU USED YOUR ANALYTICAL SKILLS TO SOLVE A COMPLEX PROBLEM IN A CREATIVE WAY. Save1 answerI've seen this question "Around mid-2023, I was tasked with investigating the feasibility of selling access to our site to third-party vendors who wanted to use bots to automate processes for their clients. Some initial work had been done on this but it was very high-level and very little data or analysis had actually been done. When I was tasked with this the idea was to sell access to a special header that would allow vendors to by-pass our F5 Shape implementation, a bot defense tool. From a business and security pers" View answers John F. - "Around mid-2023, I was tasked with investigating the feasibility of selling access to our site to third-party vendors who wanted to use bots to automate processes for their clients. Some initial work had been done on this but it was very high-level and very little data or analysis had actually been done. When I was tasked with this the idea was to sell access to a special header that would allow vendors to by-pass our F5 Shape implementation, a bot defense tool. From a business and security pers"See full answer * Asked at Meta (Facebook) • 3 days ago IMAGINE YOU'RE A PM FOR TRADER JOE'S. SALES ARE DECLINING AT STORES IN CITIES WHERE INSTACART AND BLUE APRON ARE ALSO ACTIVE. WHAT WOULD YOU DO? Save2 answersI've seen this question "Clarifying questions: How much is the decline? Since when have sales been declining? Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition). Is it all the stores? What is the variation in the dicline? If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically. How does the decrease in sales compare to cities that ha" View answers Natalia N. - "Clarifying questions: How much is the decline? Since when have sales been declining? Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition). Is it all the stores? What is the variation in the dicline? If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically. How does the decrease in sales compare to cities that ha"See full answer * Asked at Microsoft • 3 days ago TELL ME ABOUT A TIME YOU FAILED. WHAT WOULD YOU HAVE DONE DIFFERENTLY? Save1 answerI've seen this question "Back in 2020, I played a key role in the launch a product called FamilyPath. I had only been with the company for a couple of month at this point but all in all this was a successful launch. Our group focuses on new product development; since the product had reached a stable period and was growing, we started to transition FamilyPath to a different team for ongoing support and growth. I recently found out that the team we handed the product off to will be sunsetting FamilyPath. By all the metric" View answers John F. - "Back in 2020, I played a key role in the launch a product called FamilyPath. I had only been with the company for a couple of month at this point but all in all this was a successful launch. Our group focuses on new product development; since the product had reached a stable period and was growing, we started to transition FamilyPath to a different team for ongoing support and growth. I recently found out that the team we handed the product off to will be sunsetting FamilyPath. By all the metric"See full answer * Asked at JP Morgan Chase • 6 days ago HOW DO YOU DETERMINE THE HEALTH OF THE ENGINEERING OR PRODUCT BACKLOG? Save2 answersI've seen this question "The health of the product backlog can be determined by considering the following factors - Is the product backlog prioritized? Will each backlog be easily picked up by the engineering team i.e. does it have all the required details such as user story, acceptance criteria, and effort estimates? No items coming back to the product backlog from the sprint backlog due to incomplete development or bugs No of items moving to the "Done" state from the product backlog in each sprint A" View answers Nimish J. - "The health of the product backlog can be determined by considering the following factors - Is the product backlog prioritized? Will each backlog be easily picked up by the engineering team i.e. does it have all the required details such as user story, acceptance criteria, and effort estimates? No items coming back to the product backlog from the sprint backlog due to incomplete development or bugs No of items moving to the "Done" state from the product backlog in each sprint A"See full answer * Asked at Google • 3 days ago IMAGINE YOU'RE A PM FOR A LARGE CAR MANUFACTURER. SHOULD THE COMPANY USE GENERATIVE AI OR LARGE LANGUAGE MODELS (LLMS) IN ITS PRODUCTS AND WORKFLOWS? SaveAdd answerI've seen this question * Asked at Meta (Facebook) • 9 days ago IMAGINE YOU'RE A PM FOR META. EXPLAIN WHY THE COMPANY CREATED META PAY. HOW WOULD YOU SET GOALS AND MEASURE THE SUCCESS OF THIS PRODUCT? Save1 answerI've seen this question "Assumptions Assume that the functionality of Meta Pay is the ability to send and receive payments to other Meta account holders. Payment infrastructure connects to bank accounts Assume users can maintain a balance in Meta Pay Assume life cycle of the product is post launch adoption phase Clarifying questions Can I send or receive payments to a meta user from a different platform? e.g., fb to IG > assume the answers is “yes” Where is it available? > Assume answer is “US” " View answers Philip C. - "Assumptions Assume that the functionality of Meta Pay is the ability to send and receive payments to other Meta account holders. Payment infrastructure connects to bank accounts Assume users can maintain a balance in Meta Pay Assume life cycle of the product is post launch adoption phase Clarifying questions Can I send or receive payments to a meta user from a different platform? e.g., fb to IG > assume the answers is “yes” Where is it available? > Assume answer is “US” "See full answer * Asked at Capital One • 9 days ago HOW WOULD YOU WORK CROSS-FUNCTIONALLY TO STRATEGIZE, DESIGN, AND IMPLEMENT VIRTUAL DEBIT AND CREDIT CARDS FOR CAPITAL ONE? Save2 answersI've seen this question "As a Business Analyst, I would employ a cross-functional approach for implementing virtual debit and credit cards by collaborating closely with various departments. Initially, I would work with the market research team to understand customer needs and industry trends. With the IT and security teams, I would focus on designing a robust, user-friendly, and secure virtual card system. Collaboration with the legal department would ensure compliance with financial regulations. Partnering with the mar" View answers Shefali M. - "As a Business Analyst, I would employ a cross-functional approach for implementing virtual debit and credit cards by collaborating closely with various departments. Initially, I would work with the market research team to understand customer needs and industry trends. With the IT and security teams, I would focus on designing a robust, user-friendly, and secure virtual card system. Collaboration with the legal department would ensure compliance with financial regulations. Partnering with the mar"See full answer * Asked at WhatsApp • 10 days ago HOW WOULD YOU MONETIZE WHATSAPP? Save2 answersI've seen this question "WhatsApp is a free messaging platform, that introduces new and amazing features frequently to leverage its user data and vast user base. I assume the goal is to get revenue from the services without affecting user satisfaction. For that, I am listing a few ideas using which we can monetize WhatsApp. Whatsaap has recently introduced channels, for verified channels WhatsApp can start a subscription model. WhatsApp can introduce in-app ads in the stories section showing relevant ads. What" View answers Nikita C. - "WhatsApp is a free messaging platform, that introduces new and amazing features frequently to leverage its user data and vast user base. I assume the goal is to get revenue from the services without affecting user satisfaction. For that, I am listing a few ideas using which we can monetize WhatsApp. Whatsaap has recently introduced channels, for verified channels WhatsApp can start a subscription model. WhatsApp can introduce in-app ads in the stories section showing relevant ads. What"See full answer * Asked at Google • 16 days ago IMAGINE YOU'RE A PM FOR GOOGLE. DESIGN A PRODUCT FOR AIR TRAVELERS. Save7 answersI've seen this question +4 "Here is the sample answer from the Assistant at https://chat.openai.com/g/g-Z8yp2xrzt-fang-pm-interview-assistant As a Product Manager at Google, designing a product for air travelers involves leveraging Google's technological prowess and vast data resources. Here's a comprehensive approach: 1. \\Understanding Goals and Objectives\\ \\Primary Goal:\\ Enhance the travel experience for air travelers through seamless information access, personalized s" View answers Manish M. - "Here is the sample answer from the Assistant at https://chat.openai.com/g/g-Z8yp2xrzt-fang-pm-interview-assistant As a Product Manager at Google, designing a product for air travelers involves leveraging Google's technological prowess and vast data resources. Here's a comprehensive approach: 1. \\Understanding Goals and Objectives\\ \\Primary Goal:\\ Enhance the travel experience for air travelers through seamless information access, personalized s"See full answer * Asked at Microsoft • 3 days ago TELL ME ABOUT A TIME YOU HELPED SOMEONE ELSE SUCCEED. HAVE YOU EVER SUCCEEDED BECAUSE OF SOMEONE ELSE'S HELP? Save1 answerI've seen this question "(i) helped others success Over the years, I’ve had a few non-technical friends who wanted to start companies. Around two years ago, one of these friends reached out to ask for some guidance on how to start. This individual wanted to take the Airbnb model and apply it to outdoor recreational activities, mainly hunting and fishing. His problem was he had no frame of reference for where to start of what kind of effort and investment it would take. Over the course of a couple of conversations I help" View answers John F. - "(i) helped others success Over the years, I’ve had a few non-technical friends who wanted to start companies. Around two years ago, one of these friends reached out to ask for some guidance on how to start. This individual wanted to take the Airbnb model and apply it to outdoor recreational activities, mainly hunting and fishing. His problem was he had no frame of reference for where to start of what kind of effort and investment it would take. Over the course of a couple of conversations I help"See full answer * Asked at Google • 16 days ago IMAGINE YOU'RE A PM FOR MAX, HBO'S VIDEO STREAMING SERVICE. ROKU, A SMART TV COMPANY, WANTS TO PUT AN HBO BUTTON ON THEIR NEW REMOTE CONTROL. HOW MUCH SHOULD HBO PAY FOR THIS FEATURE? Save5 answersI've seen this question +2 "Clarifying question: may I assume that this would be for all new units that Roku would be selling? Ie. they wouldn't be sending new remotes to existing Roku customers? (assume interviewer agrees) Here's how I would approach this analysis: Identify purpose and value of this button for customers Identify the purpose and value for HBO/Max and Roku Posit: HBO should be willing to pay up to the value that HBO/Max gets minus potential discount by Roku for the value that Roku would get Pre" View answers Anonymous Sparrow - "Clarifying question: may I assume that this would be for all new units that Roku would be selling? Ie. they wouldn't be sending new remotes to existing Roku customers? (assume interviewer agrees) Here's how I would approach this analysis: Identify purpose and value of this button for customers Identify the purpose and value for HBO/Max and Roku Posit: HBO should be willing to pay up to the value that HBO/Max gets minus potential discount by Roku for the value that Roku would get Pre"See full answer * Asked at Meta (Facebook) • 21 days ago IMAGINE YOU WERE A PM FOR SPOTIFY PODCASTS. WHY DID YOUR TEAM ADD PODCASTS TO SPOTIFY? WHY DID YOU DO IT BEFORE ADDING AUDIOBOOKS? WHAT METRICS OR GOALS DID YOU USE TO TRACK THE SUCCESS OF THIS PRO... Save4 answersI've seen this question "To answer why Spotify introduced Podcasts, I would like to use 3C framework- Customer, Competitors and Company. Customers We have seen Spotify has a high WAU. This means users are engaged to the platform for music. Listeners need some new trend to listen to while going to the gym for example, or being stuck in a traffic. Sense of listening to something productive is what users need these days. Podcasts are lesser commitment than audiobooks because of short episode length" View answers Simran M. - "To answer why Spotify introduced Podcasts, I would like to use 3C framework- Customer, Competitors and Company. Customers We have seen Spotify has a high WAU. This means users are engaged to the platform for music. Listeners need some new trend to listen to while going to the gym for example, or being stuck in a traffic. Sense of listening to something productive is what users need these days. Podcasts are lesser commitment than audiobooks because of short episode length"See full answer * Asked at Microsoft • 3 days ago SHOULD MICROSOFT AZURE BUILD A DATA CENTER IN SPACE? Save1 answerI've seen this question "Building data centers in outer space is a concept that has been talked about for a few years now. However, to my knowledge, no one has yet succeeded in building one. In order to simplify this case, I am going to only investigate putting Azure Disk Storage into the cloud. To determine if this is a viable scenario for Azure, I will examine why Azure may want to pursue building a data center in outer space, the technological feasibility, and finally, a potential market for this service. Business D" View answers John F. - "Building data centers in outer space is a concept that has been talked about for a few years now. However, to my knowledge, no one has yet succeeded in building one. In order to simplify this case, I am going to only investigate putting Azure Disk Storage into the cloud. To determine if this is a viable scenario for Azure, I will examine why Azure may want to pursue building a data center in outer space, the technological feasibility, and finally, a potential market for this service. Business D"See full answer * Asked at Amazon • 6 days ago TELL ME ABOUT A TIME WHEN YOU PUSHED BACK AGAINST AN UNREASONABLE CUSTOMER REQUEST. WHAT WAS THE REQUEST? HOW DID YOU RESPOND? Save1 answerI've seen this question "At RTI while working on content-based recommender system on our ecommerce site, we received request from one of our distributor clients to make the system not only suggest products based on their purchasing history but also exclusively push higher priced items, regardless of their actual needs or demand patterns, it was challenging situation because it contradicted the primary purpose of our system, which was value based, patient centric product recommendations. To understand in this situation i" View answers Vihari K. - "At RTI while working on content-based recommender system on our ecommerce site, we received request from one of our distributor clients to make the system not only suggest products based on their purchasing history but also exclusively push higher priced items, regardless of their actual needs or demand patterns, it was challenging situation because it contradicted the primary purpose of our system, which was value based, patient centric product recommendations. To understand in this situation i"See full answer * Asked at Microsoft • 3 days ago IN YOUR OPINION, WHAT DOES IT MEAN TO EXCEL AS A PRODUCT MANAGER? HOW DO YOU EXCEL AS A PM IN ANY TEAM OR PROJECT? Save1 answerI've seen this question "Recently, I was listening to an episode of Lenny Rachitsky’s podcast (aptly named Lenny’s Podcast), where he interviews Christian Idiodi, talking about the essence of product management. In the open sequence, Christian talks about the essence of this job being “you wake up on behalf of someone else, and you have to do it well enough that they give you something back in return.” This statement really struck a chord with me and resonated with why I love being a product manager. Customers and their" View answers John F. - "Recently, I was listening to an episode of Lenny Rachitsky’s podcast (aptly named Lenny’s Podcast), where he interviews Christian Idiodi, talking about the essence of product management. In the open sequence, Christian talks about the essence of this job being “you wake up on behalf of someone else, and you have to do it well enough that they give you something back in return.” This statement really struck a chord with me and resonated with why I love being a product manager. Customers and their"See full answer * Asked at Microsoft • 3 days ago WHAT ARE YOUR WEAKNESSES AS A PRODUCT MANAGER? HOW DO YOU MITIGATE THEM? Save1 answerI've seen this question "Currently, I do a lot of data analysis using Azure Databricks and PowerBI. In Databricks, I write some basic SQL queries to retrieve the data and then pull that data into PowerBI for analysis. While this is sufficient, I believe there is room to make this skill set stronger. One way that I mitigate this currently is to maintain a strong relationship with our data analytics team. Whenever I have issues massaging or querying the data, I will reach out to one of those team members to help me get to" View answers John F. - "Currently, I do a lot of data analysis using Azure Databricks and PowerBI. In Databricks, I write some basic SQL queries to retrieve the data and then pull that data into PowerBI for analysis. While this is sufficient, I believe there is room to make this skill set stronger. One way that I mitigate this currently is to maintain a strong relationship with our data analytics team. Whenever I have issues massaging or querying the data, I will reach out to one of those team members to help me get to"See full answer * Asked at DoorDash • 11 days ago DESIGN A SYSTEM TO SCHEDULE JOBS IN A DISTRIBUTED ENVIRONMENT. Save1 answerI've seen this question "I start with asking question about what he mean by Distributed Scheduler. After getting clear idea, then clarifying assumptions on QPS | data storage start with designing data base schema models, how it look like, then design API endpoints, then design a High level architecture of the system," View answers Pankaj V. - "I start with asking question about what he mean by Distributed Scheduler. After getting clear idea, then clarifying assumptions on QPS | data storage start with designing data base schema models, how it look like, then design API endpoints, then design a High level architecture of the system,"See full answer * Asked at Microsoft • 3 days ago CAN A UNIVERSITY HAVE A LOWER OVERALL ACCEPTANCE RATE FOR FEMALE-IDENTIFYING STUDENTS, EVEN IF EVERY DEPARTMENT ADMITS THEM AT A HIGHER RATE THAN OTHERS? Save1 answerI've seen this question "First, I would like to establish some assumptions about the problem to determine if this is possible. For this scenario, I will assume that “accepted” does not mean a student is enrolled at the university (most students apply to multiple universities and can only attend one university). For simplicity, I will also assume that each student is applies to a single department and that every student is associated with a single department. Based on this information, I see a scenario that this would" View answers John F. - "First, I would like to establish some assumptions about the problem to determine if this is possible. For this scenario, I will assume that “accepted” does not mean a student is enrolled at the university (most students apply to multiple universities and can only attend one university). For simplicity, I will also assume that each student is applies to a single department and that every student is associated with a single department. Based on this information, I see a scenario that this would"See full answer * Asked at Meta (Facebook) • 14 days ago IMAGINE YOU'RE A PM FOR INSTAGRAM REELS. WHY HAS META INVESTED IN THIS PRODUCT? SHOULD THEY INVEST MORE? IF SO, WHAT GOALS AND METRICS WOULD YOU TRACK FOR THE NEXT 12 MONTHS? Save1 answerI've seen this question "Meta's mission: create products that help build communities and allow people to express themselves. Instagram has been one of the most popular apps since Meta acquired it and it fits into the mission very well. The success of Instagram and Meta has brought competitors, which have been able to take market share from Meta. Snapchat and, more recently, TikTok are two notable ones. TikTok's algorithm prioritizes content that is right for you over content that you follow (at least in compariso" View answers John K. - "Meta's mission: create products that help build communities and allow people to express themselves. Instagram has been one of the most popular apps since Meta acquired it and it fits into the mission very well. The success of Instagram and Meta has brought competitors, which have been able to take market share from Meta. Snapchat and, more recently, TikTok are two notable ones. TikTok's algorithm prioritizes content that is right for you over content that you follow (at least in compariso"See full answer Showing 1-20 of 2850 123...143Next EXPLORE QUESTIONS BY COMPANY Google QuestionsMeta (Facebook) QuestionsAmazon QuestionsMicrosoft QuestionsDoorDash QuestionsUber QuestionsApple QuestionsLinkedIn QuestionsStripe QuestionsCoinbase QuestionsWalmart Labs QuestionsGoogle Cloud (GCP) Questions EXPLORE QUESTIONS BY ROLE Product Manager QuestionsSoftware Engineer QuestionsTechnical Program Manager QuestionsEngineering Manager QuestionsProduct Designer QuestionsData Scientist QuestionsMachine Learning Engineer QuestionsBizOps & Strategy QuestionsSolutions Architect QuestionsProduct Marketing Manager QuestionsQA Engineer QuestionsData Analyst Questions Interviewed recently?Share your experience and save 10% on any Exponent membership.Share interview -> Exponent Get updates in your inbox with the latest tips, job listings, and more. 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