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Interview Questions

Review this list of 4,411 interview questions and answers verified by hiring managers and candidates.
  • "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
  • "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
  • 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
  • "Password Management Tool Helps Setup Password Helps Retrieve Password Helps Reset Password Children can be broken into 3 Cohorts 0-5 Years Old : 2 yound to understand Password 6-12 Years Old : Do understand Password 13-18 Years Old : Teens and even better than Adults in Dealing with Technology Here lets concentrate a on 6-12 Years Old who want to manage Passwords for Themselves Children wants to setup Password on an Application - It cannot be special"

    Akshai V. - "Password Management Tool Helps Setup Password Helps Retrieve Password Helps Reset Password Children can be broken into 3 Cohorts 0-5 Years Old : 2 yound to understand Password 6-12 Years Old : Do understand Password 13-18 Years Old : Teens and even better than Adults in Dealing with Technology Here lets concentrate a on 6-12 Years Old who want to manage Passwords for Themselves Children wants to setup Password on an Application - It cannot be special"See full answer

    Product Manager
    Product Design
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  • "My favorite Meta/Facebook product is Marketplaces and here are my reasons: Mission and Goal - The product's goal is to connect buyers and sellers locally, and this aligns with the connecting the world aspect of Meta's mission. Hence, the motivation there is directly in line with company's mission. Let's talk about the users and the journeys of the product as well: As a buyer: Relatively simple to use interface - find what you want in a few phrases and results near your profile location wil"

    Riku H. - "My favorite Meta/Facebook product is Marketplaces and here are my reasons: Mission and Goal - The product's goal is to connect buyers and sellers locally, and this aligns with the connecting the world aspect of Meta's mission. Hence, the motivation there is directly in line with company's mission. Let's talk about the users and the journeys of the product as well: As a buyer: Relatively simple to use interface - find what you want in a few phrases and results near your profile location wil"See full answer

    Product Design
  • "Because testing many engagement metrics at once increases the risk of finding effects that aren't real (the 'multiple comparisons problem'), you must adjust your criteria for statistical significance. For social media data, the Benjamini-Hochberg procedure is often a practical choice as it controls the rate of false discoveries (FDR) while still allowing you to detect genuine changes; however, the ideal adjustment method will vary depending on your specific number of metrics (e.g., use Bonferron"

    Lucas G. - "Because testing many engagement metrics at once increases the risk of finding effects that aren't real (the 'multiple comparisons problem'), you must adjust your criteria for statistical significance. For social media data, the Benjamini-Hochberg procedure is often a practical choice as it controls the rate of false discoveries (FDR) while still allowing you to detect genuine changes; however, the ideal adjustment method will vary depending on your specific number of metrics (e.g., use Bonferron"See full answer

    Statistics & Experimentation
  • Chime logoAsked at Chime 

    "Clarifying question: Do we want to judge need of an existing product or an idea that can be converted into a product Let me solve for both the cases. Q: Determine if there is a need for a platform that is already live and has some users. While thinking about need, I am finding it resonating with "Does this product have a pmf". Few ways to do that: Take a look at the retention number (D1, D3, D7 and D15). Basis on the product the time range can be different but if the retention number is"

    Anubhav A. - "Clarifying question: Do we want to judge need of an existing product or an idea that can be converted into a product Let me solve for both the cases. Q: Determine if there is a need for a platform that is already live and has some users. While thinking about need, I am finding it resonating with "Does this product have a pmf". Few ways to do that: Take a look at the retention number (D1, D3, D7 and D15). Basis on the product the time range can be different but if the retention number is"See full answer

    Product Manager
    Product Strategy
  • "once I want to add a subproduct to our product and it needs a budget as a CAPEX. But unfortunately I could not justify why the pay back period is so much long."

    Atefeh M. - "once I want to add a subproduct to our product and it needs a budget as a CAPEX. But unfortunately I could not justify why the pay back period is so much long."See full answer

    Product Manager
    Behavioral
  • Apple logoAsked at Apple 
    Machine Learning Engineer
    Concept
  • Google logoAsked at Google 

    "Below is the step by step approach I would take: Identify potential risks: Firstly, I thoroughly analyze the project and identify potential risks that could impact its success. This involves reviewing project documentation, conducting stakeholder interviews, and seeking input from team members who have expertise in different areas. Assess the impact and likelihood: I evaluate each identified risk by assessing its potential impact on the project objectives and determining the likelihood of"

    Ash K. - "Below is the step by step approach I would take: Identify potential risks: Firstly, I thoroughly analyze the project and identify potential risks that could impact its success. This involves reviewing project documentation, conducting stakeholder interviews, and seeking input from team members who have expertise in different areas. Assess the impact and likelihood: I evaluate each identified risk by assessing its potential impact on the project objectives and determining the likelihood of"See full answer

    BizOps & Strategy
    Analytical
    +1 more
  • Discord logoAsked at Discord 
    Data Scientist
    Behavioral
    +4 more
  • +4

    "SELECT d.departmentname,SUM(o.orderamount) AS total_revenue FROM orders o JOIN departments d ON d.departmentid =o.departmentid WHERE o.orderdate >= CURRENTDATE - INTERVAL '12 months' GROUP BY d.department_name ORDER BY total_revenue DESC; `"

    Derrick M. - "SELECT d.departmentname,SUM(o.orderamount) AS total_revenue FROM orders o JOIN departments d ON d.departmentid =o.departmentid WHERE o.orderdate >= CURRENTDATE - INTERVAL '12 months' GROUP BY d.department_name ORDER BY total_revenue DESC; `"See full answer

    Coding
    SQL
  • Amazon logoAsked at Amazon 
    Product Manager
    Behavioral
    +1 more
  • "No discussion around better initialization of weights like Xavier etc.?"

    Vips M. - "No discussion around better initialization of weights like Xavier etc.?"See full answer

    Concept
    Machine Learning
  • "You might build a product like this a few ways. I think you'd definitely want a temperature sensor device (maybe like a TMP422, or maybe there's a different one that is standard for wearables) that was worn by the individual. As far as tracking social distance, my answer here is more dependent on the state of the art of robust (wearable) distance measurement. Maybe there's something available better than ultrasonic sensors, maybe there's some kind of electromagnetism based solution that isn't in"

    Ian R. - "You might build a product like this a few ways. I think you'd definitely want a temperature sensor device (maybe like a TMP422, or maybe there's a different one that is standard for wearables) that was worn by the individual. As far as tracking social distance, my answer here is more dependent on the state of the art of robust (wearable) distance measurement. Maybe there's something available better than ultrasonic sensors, maybe there's some kind of electromagnetism based solution that isn't in"See full answer

    Product Manager
    System Design
    +1 more
  • Instagram logoAsked at Instagram 

    "To roll out Instagram Reels, I will define my target customers as GenZ and newer generations. I will focus on design with 3 parameters - ease of use & stickiness, sharing, and comments+likes. Reels feature should be kept at prime location in the app, with easy option for user to navigate between reels. User should be shown reels based on his interest areas - reels skipped by user, reels seen repeatedly by user, reels shared by user, reels liked/commented by user. Reels share feature sho"

    Sushant G. - "To roll out Instagram Reels, I will define my target customers as GenZ and newer generations. I will focus on design with 3 parameters - ease of use & stickiness, sharing, and comments+likes. Reels feature should be kept at prime location in the app, with easy option for user to navigate between reels. User should be shown reels based on his interest areas - reels skipped by user, reels seen repeatedly by user, reels shared by user, reels liked/commented by user. Reels share feature sho"See full answer

    Product Marketing Manager
    Behavioral
    +1 more
  • "I will need to understand What are we selling and who is the target customer? Is one retail location per metro area enough or is the market big enough for multiple stores? What is the goal of future retail locations? Gauge the market for fit or drive revenue. If LA market is big enough for multiple stores, then for logistical reasons, I will prefer to open additional stores in the same geographic region. If LA market is not large enough, then my second store will be in an a different"

    ready4new - "I will need to understand What are we selling and who is the target customer? Is one retail location per metro area enough or is the market big enough for multiple stores? What is the goal of future retail locations? Gauge the market for fit or drive revenue. If LA market is big enough for multiple stores, then for logistical reasons, I will prefer to open additional stores in the same geographic region. If LA market is not large enough, then my second store will be in an a different"See full answer

    Behavioral
    Product Strategy
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