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Interview Questions

Review this list of 4,415 interview questions and answers verified by hiring managers and candidates.
  • Google logoAsked at Google 

    "https://en.wikipedia.org/wiki/Operational_transformation"

    Sunny G. - "https://en.wikipedia.org/wiki/Operational_transformation"See full answer

    System Design
    Technical
  • Google logoAsked at Google 

    "QQ  Design a product to help people feel more rested Clarifying Questions What is the definition of being rested - Am I the PM for google or any other tech startup - tech startup Does this help people meditate or sleep - Say sleep well and relax What is the specific goal of the product - Refresh people Is this mobile or any other medium - it is mobile based offering Any specific country - USA Any other constraints - No other constraints **How th"

    Product V. - "QQ  Design a product to help people feel more rested Clarifying Questions What is the definition of being rested - Am I the PM for google or any other tech startup - tech startup Does this help people meditate or sleep - Say sleep well and relax What is the specific goal of the product - Refresh people Is this mobile or any other medium - it is mobile based offering Any specific country - USA Any other constraints - No other constraints **How th"See full answer

    Product Manager
    Product Design
  • Snap logoAsked at Snap 
    Machine Learning Engineer
    Concept
  • "Consulted on building a mental healthcare marketplace, performed user research, and competitive analysis. Formulated business strategy shift from D2C to B2B and product roadmap for MVP, onboarded 100K+ users. Shift was based off changing market dynamics."

    Ayush S. - "Consulted on building a mental healthcare marketplace, performed user research, and competitive analysis. Formulated business strategy shift from D2C to B2B and product roadmap for MVP, onboarded 100K+ users. Shift was based off changing market dynamics."See full answer

    Product Manager
    Behavioral
  • Amazon logoAsked at Amazon 

    " Questions: Is there any specific user pain point we are trying to solve ? Is this for engagement or retention or revenue Is there any specific Geo you want me to focus ? Is there any specifc user segment you want to focus ? Structure: Company Mission: Easy access to vehicle no matter when and where you are. Product Mission: Quick and easy delivery of food delivered at your door step User Segments: Sellers : Restaurant, Catering, F"

    Swetha C. - " Questions: Is there any specific user pain point we are trying to solve ? Is this for engagement or retention or revenue Is there any specific Geo you want me to focus ? Is there any specifc user segment you want to focus ? Structure: Company Mission: Easy access to vehicle no matter when and where you are. Product Mission: Quick and easy delivery of food delivered at your door step User Segments: Sellers : Restaurant, Catering, F"See full answer

    Product Strategy
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  • Stripe logoAsked at Stripe 

    "Use a mapping to store number characters to possible meaning, iterate through the numeronym matching all digits with their representation"

    Anonymous Bobcat - "Use a mapping to store number characters to possible meaning, iterate through the numeronym matching all digits with their representation"See full answer

    Software Engineer
    Technical
  • "impact analysis - Facilitate triage with engg and PM to understand the impact to system/ users. and Severity of defect. Work with Engg to estimate the fix and turnaround time to dev/test/release. will this delay the launch? If no, great. Launch as planned. If yes, call stakeholder meeting informing about critical defect, impact to system/users, estimate to fix and likely delay. Recommend delay launch due to criticality/severity of defect. Once get their buy in, present plan to fix, test and"

    Adib M. - "impact analysis - Facilitate triage with engg and PM to understand the impact to system/ users. and Severity of defect. Work with Engg to estimate the fix and turnaround time to dev/test/release. will this delay the launch? If no, great. Launch as planned. If yes, call stakeholder meeting informing about critical defect, impact to system/users, estimate to fix and likely delay. Recommend delay launch due to criticality/severity of defect. Once get their buy in, present plan to fix, test and"See full answer

    Behavioral
  • +5

    "Clarifying questions: What are open homes and how does this model work? Open homes cater to provide free shelter for refugees; hosts list the property and partner NGOs based on the requirement book an appropriate property for the refugees. How long does a refugee stay at a property? Minimum 2 weeks Does the host provide meals? Up to the host, some do and some don't What does improve Open Homes mean? There is an imbalance in hosts - we need more hosts"

    P K. - "Clarifying questions: What are open homes and how does this model work? Open homes cater to provide free shelter for refugees; hosts list the property and partner NGOs based on the requirement book an appropriate property for the refugees. How long does a refugee stay at a property? Minimum 2 weeks Does the host provide meals? Up to the host, some do and some don't What does improve Open Homes mean? There is an imbalance in hosts - we need more hosts"See full answer

    Product Design
  • Software Engineer
    Concept
  • "I gave multiple answers including polling the service every 10 sec to see customer. Or we can have the client side call which will send this data after 10 sec to us. We will store in dynamo DB and then send through pipelines to redshift DB for analytics."

    Deepti K. - "I gave multiple answers including polling the service every 10 sec to see customer. Or we can have the client side call which will send this data after 10 sec to us. We will store in dynamo DB and then send through pipelines to redshift DB for analytics."See full answer

    Technical Program Manager
    Machine Learning
    +1 more
  • "p- value --> Assuming the null hypothesis is true, probability of observing the data as extreme as the observed data. Example - You're running an experiment on a new checkout flow. Control converts at 10.0%, treatment converts at 10.8%. You run a two-sample z-test and get p = 0.03. What this means: If there were truly no difference between control and treatment (null hypothesis), there's only a 3% chance you'd see a difference of 0.8pp or larger just from random sampling noise."

    Aman M. - "p- value --> Assuming the null hypothesis is true, probability of observing the data as extreme as the observed data. Example - You're running an experiment on a new checkout flow. Control converts at 10.0%, treatment converts at 10.8%. You run a two-sample z-test and get p = 0.03. What this means: If there were truly no difference between control and treatment (null hypothesis), there's only a 3% chance you'd see a difference of 0.8pp or larger just from random sampling noise."See full answer

    Statistics & Experimentation
  • "We want to use rigorous framework for evaluating shipping a new feature — ideally an A/B test. If an A/B test is not available, we first evaluate quantitative data; we look at feature adoption metrics, time-to-use, retention and frequency of visitation. What does the business impact of the feature on conversion rates, revenue per users and LTV, and secondarily evaluate any error rates that could be occurring after the launch of the new feature. It’s important for this analysis to perform segmen"

    Katherine B. - "We want to use rigorous framework for evaluating shipping a new feature — ideally an A/B test. If an A/B test is not available, we first evaluate quantitative data; we look at feature adoption metrics, time-to-use, retention and frequency of visitation. What does the business impact of the feature on conversion rates, revenue per users and LTV, and secondarily evaluate any error rates that could be occurring after the launch of the new feature. It’s important for this analysis to perform segmen"See full answer

    Business Analyst
    Data Analysis
    +2 more
  • Google DeepMind logoAsked at Google DeepMind 

    "Walk through user need and discovery, GTM process, beta planning, execution and measurement, results and learnings"

    Hadrien M. - "Walk through user need and discovery, GTM process, beta planning, execution and measurement, results and learnings"See full answer

    Product Marketing Manager
    Behavioral
    +1 more
  • Apple logoAsked at Apple 

    "public class HashMap { public class Element { T key; V value; Element(T k, V v) { this.key = k; this.value = v; } } private static final int DEFAULT_CAPACITY = 16; private static final float LOAD_FACTOR = 0.75f; private LinkedList[] table = new LinkedList[DEFAULT_CAPACITY]; private int size = 0; private int threshold = (int) (DEFAULTCAPACITY * LOADFACTOR); public void put(T k"

    Md kamrul H. - "public class HashMap { public class Element { T key; V value; Element(T k, V v) { this.key = k; this.value = v; } } private static final int DEFAULT_CAPACITY = 16; private static final float LOAD_FACTOR = 0.75f; private LinkedList[] table = new LinkedList[DEFAULT_CAPACITY]; private int size = 0; private int threshold = (int) (DEFAULTCAPACITY * LOADFACTOR); public void put(T k"See full answer

    Software Engineer
    Data Structures & Algorithms
    +2 more
  • "Communication to stakeholders and replan with the early delay identified and also ensure the root cause is done as to why delay has happened."

    Pradeep S. - "Communication to stakeholders and replan with the early delay identified and also ensure the root cause is done as to why delay has happened."See full answer

    Behavioral
    Program Sense
  • "To speed up A/B tests results with limited sample sizes, we can apply advanced techniques like CUPED to reduce variance for faster statistical significance, interleaving to gather more comparative data per user (e.g., ranking), MAB to dynamically allocate traffic to winning variations for quicker optimization (e.g., campaigns), and Bayesian A/B testing which offers probabilistic conclusions that can be reached earlier. Each method, when appropriately applied, allows you to gain m"

    Lucas G. - "To speed up A/B tests results with limited sample sizes, we can apply advanced techniques like CUPED to reduce variance for faster statistical significance, interleaving to gather more comparative data per user (e.g., ranking), MAB to dynamically allocate traffic to winning variations for quicker optimization (e.g., campaigns), and Bayesian A/B testing which offers probabilistic conclusions that can be reached earlier. Each method, when appropriately applied, allows you to gain m"See full answer

    Statistics & Experimentation
  • "· I set 1:1 expectation prior to our meet, mostly avoid project related topics. Don’t make this meeting as one of the project update meets. · Understand their strengths, weakness, ask questions about what’s their goals and future plans · Support areas technically, domain knowledge, talks in larger audience etc., based on their plans"

    BePostive - "· I set 1:1 expectation prior to our meet, mostly avoid project related topics. Don’t make this meeting as one of the project update meets. · Understand their strengths, weakness, ask questions about what’s their goals and future plans · Support areas technically, domain knowledge, talks in larger audience etc., based on their plans"See full answer

    Behavioral
  • Wayfair logoAsked at Wayfair 

    "Understand the product success metrics no. of orders Rugs to be sold online. Purchased to enhance the decor of the room or to keep you home warm. Market Size lets take US only 100m homes ~ 300m population Atleast 1 per home and if we get 5% of the market 5000000 * Avg cost of the rug - $100 500m Target audience High class - luxury class middle class - target audience - highest tam below avg who cannot afford Reaching and messaging Channels SEO - slow takes longer Paid"

    Mala R. - "Understand the product success metrics no. of orders Rugs to be sold online. Purchased to enhance the decor of the room or to keep you home warm. Market Size lets take US only 100m homes ~ 300m population Atleast 1 per home and if we get 5% of the market 5000000 * Avg cost of the rug - $100 500m Target audience High class - luxury class middle class - target audience - highest tam below avg who cannot afford Reaching and messaging Channels SEO - slow takes longer Paid"See full answer

    Product Marketing Manager
    Product Strategy
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