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Interview Questions

Review this list of 4,477 interview questions and answers verified by hiring managers and candidates.
  • LinkedIn logoAsked at LinkedIn 
    3 answers
    Video answer for 'How do you prioritize features for your engineering team?'

    "A mature manager. Great conversational answer. I wish more sessions with him"

    LateArriver - "A mature manager. Great conversational answer. I wish more sessions with him"See full answer

    Engineering Manager
    Behavioral
    +1 more
  • Airbnb logoAsked at Airbnb 
    4 answers
    Video answer for 'Find the minimum window substring.'

    "What about exploiting the hash set and that is it? def smallestSubstring(s: str, t: str) -> str: if len(t) > len(s): return "" r = len(s) - 1 not_found = True while r > 0 and not_found: subs_set = set(s[0:r + 1]) for c in t: if not c in subs_set: not_found = False if not_found: r -= 1 else: r += 1 l = 0 not_found = True while l < r and not_"

    Gabriele G. - "What about exploiting the hash set and that is it? def smallestSubstring(s: str, t: str) -> str: if len(t) > len(s): return "" r = len(s) - 1 not_found = True while r > 0 and not_found: subs_set = set(s[0:r + 1]) for c in t: if not c in subs_set: not_found = False if not_found: r -= 1 else: r += 1 l = 0 not_found = True while l < r and not_"See full answer

    Software Engineer
    Data Structures & Algorithms
    +1 more
  • Databricks logoAsked at Databricks 
    1 answer

    "Explain how you implemented your telemetry and observability in previous projects."

    Divya K. - "Explain how you implemented your telemetry and observability in previous projects."See full answer

    Technical Program Manager
    Technical
  • Databricks logoAsked at Databricks 
    1 answer

    "You will need to start from Browser and go all the way up to Analytic systems and methods. Everything needs to be covered"

    Divya K. - "You will need to start from Browser and go all the way up to Analytic systems and methods. Everything needs to be covered"See full answer

    Technical Program Manager
    Analytical
    +2 more
  • TuSimple logoAsked at TuSimple 
    1 answer

    "Asked clarifying questions about any constraints. Defined how the product with functions. Created a price for the product. Defined the user segments and why they might use this product. Prioritized one user persona. Listed down the user's needs and based on that started with the features of the time machine. I couldn't go further because of time constraints."

    Sukarma P. - "Asked clarifying questions about any constraints. Defined how the product with functions. Created a price for the product. Defined the user segments and why they might use this product. Prioritized one user persona. Listed down the user's needs and based on that started with the features of the time machine. I couldn't go further because of time constraints."See full answer

    Product Manager
    Product Design
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  • Meta logoAsked at Meta 
    4 answers
    +1

    "."

    Aimable - "."See full answer

    Product Manager
    Analytical
    +2 more
  • Meta logoAsked at Meta 
    5 answers
    +2

    "Clarifying question: Is there a goal that we have in mind? Fb mission: empower people to create community and bring the world closer together IG shops as I understand are the marketplace on IG, where users can view items listed for sale by creators/businesses and also search for specific items or categories. Users can actually buy through shops instead of getting navigated to the original business website. IG shop goals: Businesses continue to face the challenges of selling onli"

    Aimable - "Clarifying question: Is there a goal that we have in mind? Fb mission: empower people to create community and bring the world closer together IG shops as I understand are the marketplace on IG, where users can view items listed for sale by creators/businesses and also search for specific items or categories. Users can actually buy through shops instead of getting navigated to the original business website. IG shop goals: Businesses continue to face the challenges of selling onli"See full answer

    Product Manager
    Analytical
    +1 more
  • Meta logoAsked at Meta 
    Add answer
    Video answer for 'Design a vending machine.'
    Engineering Manager
    Product Design
    +1 more
  • Amazon logoAsked at Amazon 
    2 answers
    Video answer for 'Implement k-means clustering.'

    "at first I want to know number of cluster I will put random number if I don't know and I will use method called Elbow method or Silhouette Score ,Gap Statistic and Davies–Bouldin Index to know the best number of cluster and I will use scikit-learn library to import kmeans from sklearn.cluster import KMeans kmeans = KMeans(nclusters=2, randomstate=0) kmeans.fit(X) and X this my data "

    Taheia S. - "at first I want to know number of cluster I will put random number if I don't know and I will use method called Elbow method or Silhouette Score ,Gap Statistic and Davies–Bouldin Index to know the best number of cluster and I will use scikit-learn library to import kmeans from sklearn.cluster import KMeans kmeans = KMeans(nclusters=2, randomstate=0) kmeans.fit(X) and X this my data "See full answer

    Machine Learning Engineer
    Analytical
    +5 more
  • Google logoAsked at Google 
    6 answers
    Video answer for 'Design a visual landmark recognition system.'
    +3

    "I understand this is more focused on ML. However, I have a system question. If users allow us to access their location, or they send location via text box, could we use CDNs for the search without hitting our database? We only query the database when we have zero information on location. Other questions: does embedding always guarantee information on location? Do we discharge the user images after we return a prediction? I heard the feedback that we should keep it for future learning. What would"

    Bini T. - "I understand this is more focused on ML. However, I have a system question. If users allow us to access their location, or they send location via text box, could we use CDNs for the search without hitting our database? We only query the database when we have zero information on location. Other questions: does embedding always guarantee information on location? Do we discharge the user images after we return a prediction? I heard the feedback that we should keep it for future learning. What would"See full answer

    Software Engineer
    System Design
    +1 more
  • Meta logoAsked at Meta 
    4 answers
    Video answer for 'Design a streaming service like Netflix.'
    +1

    "using a relational database isn't a good choice for this system! we need more availability here than consistency (CAP theorem)"

    Anonymous Capybara - "using a relational database isn't a good choice for this system! we need more availability here than consistency (CAP theorem)"See full answer

    Software Engineer
    System Design
    +2 more
  • Amazon logoAsked at Amazon 
    2 answers
    Video answer for 'What are common linear regression problems?'

    "I can try to summarize their discussion as I remembered. Linear regression is one of the method to predict target (Y) using features (X). Formula for linear regression is a linear function of features. The aim is to choose coefficients (Teta) of the prediction function in such a way that the difference between target and prediction is least in average. This difference between target and prediction is called loss function. The form of this loss function could be dependent from the particular real"

    Ilnur I. - "I can try to summarize their discussion as I remembered. Linear regression is one of the method to predict target (Y) using features (X). Formula for linear regression is a linear function of features. The aim is to choose coefficients (Teta) of the prediction function in such a way that the difference between target and prediction is least in average. This difference between target and prediction is called loss function. The form of this loss function could be dependent from the particular real"See full answer

    Data Scientist
    Analytical
    +2 more
  • Booking.com logoAsked at Booking.com 
    8 answers
    Video answer for 'Design a metrics and logging service.'
    +1

    "For somebody who needs accessibility accommodation, this doesn't have a transcript so it is not useful to me."

    Shivastuti K. - "For somebody who needs accessibility accommodation, this doesn't have a transcript so it is not useful to me."See full answer

    Software Engineer
    System Design
    +2 more
  • Stripe logoAsked at Stripe 
    Add answer
    Video answer for 'How can Stripe use data to predict the optimal time to retry a transaction?'
    Data Scientist
    Analytical
    +1 more
  • Google logoAsked at Google 
    1 answer
    Video answer for 'If Google Maps wants to launch in South Korea, how should it choose between three local vendors for map data?'

    "Clarification: Why South Korea and why Google has expanded their yet. I know there are some government security concerns which have bene in place but how is this integration going to expand Is this something like Google Maps itself or is it tailored to particular needs or region Google Mission & Why we want to expand? Google mission is to organize world's information and make it universally available. The Google Map in South Korea aligns with this as it will help people navigate through t"

    Charmi S. - "Clarification: Why South Korea and why Google has expanded their yet. I know there are some government security concerns which have bene in place but how is this integration going to expand Is this something like Google Maps itself or is it tailored to particular needs or region Google Mission & Why we want to expand? Google mission is to organize world's information and make it universally available. The Google Map in South Korea aligns with this as it will help people navigate through t"See full answer

    Product Manager
    Product Strategy
  • Meta logoAsked at Meta 
    1 answer

    "clarification define a handyman: someone who's paid to do minor renovations or domestic repairs. define the app: standalone or within facebook or meta's app family? why are we designing this? should I come up with a goal (engagement, monetization)? constraints (financials/timeline)? goal: adoption. since it's a new app, i want ppl to adopt first and then monetize the users. I'd define a handyman as someone who's paid by app users to do minor fixes, such as unc"

    Aiden L. - "clarification define a handyman: someone who's paid to do minor renovations or domestic repairs. define the app: standalone or within facebook or meta's app family? why are we designing this? should I come up with a goal (engagement, monetization)? constraints (financials/timeline)? goal: adoption. since it's a new app, i want ppl to adopt first and then monetize the users. I'd define a handyman as someone who's paid by app users to do minor fixes, such as unc"See full answer

    Product Manager
    Product Design
  • Meta logoAsked at Meta 
    1 answer

    "Clarifying question- What exactly is this product expected to do ? - are we trying to build a community around people passionate about gardening ? or are we trying to give them better tool and seeds or something else ? Do we have any time or cost constraints ? or any specific business goal we are trying to achieve ? Is this a non profit or a for profit venture ? 2) Users: Which users segment are we trying to go after and what are the pain points ? Is it millennials and gen z or someone in Boom"

    Abhijit B. - "Clarifying question- What exactly is this product expected to do ? - are we trying to build a community around people passionate about gardening ? or are we trying to give them better tool and seeds or something else ? Do we have any time or cost constraints ? or any specific business goal we are trying to achieve ? Is this a non profit or a for profit venture ? 2) Users: Which users segment are we trying to go after and what are the pain points ? Is it millennials and gen z or someone in Boom"See full answer

    Product Manager
    Product Design
  • Meta logoAsked at Meta 
    Add answer
    Product Manager
    Product Design
  • LinkedIn logoAsked at LinkedIn 
    1 answer

    "Ask if the quality aspect is negotiable? Clearly hoping it is not. Then move on to explain nicely about the iron triangle - scope, time, resources. With scope and resources fixed, the time would need to be variable unless the project is considered cookie cutter, the exact project has been done many times in the past. (which is unlikely). If time cannot be relaxed, then the scope should be variable."

    Adib M. - "Ask if the quality aspect is negotiable? Clearly hoping it is not. Then move on to explain nicely about the iron triangle - scope, time, resources. With scope and resources fixed, the time would need to be variable unless the project is considered cookie cutter, the exact project has been done many times in the past. (which is unlikely). If time cannot be relaxed, then the scope should be variable."See full answer

    Technical Program Manager
    Analytical
    +2 more
  • Google Cloud (GCP) logoAsked at Google Cloud (GCP) 
    5 answers
    +2

    "(1) Discovery: Get to know the stakeholders, PM, Engg team via 1-1. Attend project status meeting where either you are introduced to the stakeholders or actually run it with the goal being to introduce yourself and that you will be catching up on the state of the project in time of the next meeting Understand the Goals of the project and its impact on team and enterprise (2) Planning: Based on current velocity/ burn-rate, estimate what % of the project would be complete at 100% resource uti"

    Adib M. - "(1) Discovery: Get to know the stakeholders, PM, Engg team via 1-1. Attend project status meeting where either you are introduced to the stakeholders or actually run it with the goal being to introduce yourself and that you will be catching up on the state of the project in time of the next meeting Understand the Goals of the project and its impact on team and enterprise (2) Planning: Based on current velocity/ burn-rate, estimate what % of the project would be complete at 100% resource uti"See full answer

    Technical Program Manager
    Analytical
    +1 more
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