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Text Content

New: ML Engineer System Design Interview Prep →
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   Query and analyze important data sets.
   Machine Learning
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   Apply your engineering knowledge to complex ML systems.
   
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INTERVIEW QUESTIONS

Prepare for interviews with our list of 2850 interview questions
Role
   
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Category
   
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🔥 Hot🚀 Popular✨ Newest🎥 Videos
Add interview
 * Asked at Meta (Facebook)  •  3 days ago
   
   
   IMAGINE YOU'RE 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 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 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 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 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 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 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 Microsoft  •  3 days ago
   
   
   WHY DO YOU WANT TO BE A PM? WHAT PARTS OF PRODUCT MANAGEMENT ARE YOU MOST
   PASSIONATE ABOUT?
   
   Save1 answerI've seen this question
   
   "During the course of my career, I have had the opportunity to fill a variety
   of roles. I’ve been a business analyst, a consultant, a project manager, a
   scrum master, a product owner, and a product manager. Each of these has had
   aspects that I have enjoyed. There are a few that standout though over
   everything else. First is that I have a passion for working with people. In
   each of these roles, my favorite part was always working with a diverse range
   of individuals from various levels of the orga"
   
   View answers
   
   John F. - "During the course of my career, I have had the opportunity to fill
   a variety of roles. I’ve been a business analyst, a consultant, a project
   manager, a scrum master, a product owner, and a product manager. Each of
   these has had aspects that I have enjoyed. There are a few that standout
   though over everything else. First is that I have a passion for working with
   people. In each of these roles, my favorite part was always working with a
   diverse range of individuals from various levels of the orga"See full answer

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