Interview Questions

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

Alfredo M. - "First, I'd like to ask some clarifying questions and try to narrow down the scope of this question. Among them I would like to ask: Are we looking to optimize for a specific goal or metric? Eg: we want more users/queries or are we looking to increase revenue? Are we testing over a specific aspect of Bing? EG: UI, search quality results, recommendation engine, etc. Duration and size of the test. Available resources or constraints (teams, technology, budget) Now, to ass"See full answer

Aishwarya J. - "Analytics as a career route was to problem solve and think out of the box , where I would be able to inculcate a data-driven thinking to finding solutions. Establishing a foundation and end to end analytical methodologies for giving recommendations for actionable outcomes useful for internal and external teams relying on these observations. Learning the procedure of how to source unstructured data and clean, impute, introduce variables to build impactful inferences."See full answer

Anonymous Muskox - "Clarification Questions Understanding of Netflix -> clarification Clarification regarding the meaning of logged into the platform -> not coming back or they are logged out From how long they we been seeing this issue and is this issue gradual? Which demography or geography are we talking about? The metrics which we are tracking are actually working or not? Internal Factors Any infrastructure problem, frequently "App not responding" or frequently auto log out? Any pa"See full answer

Joel A. - "Clarify: User experience improvements or revenue based improvements for the company? (Assumed UX) Can it be hardware or must it be software? (assumed I have the choice) Position: My favorite product is Airbnb. It's an app that let's people list their home for short term rental and then let's guests book those homes (or rooms) to stay in. It's used primarily for vacations but people all over the world now use it for business or even longer term stays. It's idea was pretty revolutionary a"See full answer

Vijay S. - "Clarification questions - Assumption: Blind person - Generally aware about what an ATM machine is and how it works. Markets - US market and think about global expansion later Regulatory, Financial companies approval - We have agreement from the regulators and financial companies about the merits and we don’t see any kind of concerns from these companies Goal - Part of the company's social initiatives - Positive word of mouth - increase customer base Users - **Blind users with no other disabi"See full answer

Hayatu H. - "What do all data scientists need to know about how to work with very large datasets? 37 Follow Request Answer More All related (39) Recommended 📷 Corrin Lakeland · Follow , M.S. Data Science, University of St. Thomas, St. Paul (2018)6yData Science consultant and managerUpvoted by[Tom Halloin](https://www.quora"See full answer

Sam A. - "The distribution of daily search queries per user, as shown in the histogram, can be described as approximately normal (or bell-shaped) with a slight positive skew. Key Characteristics: Shape: The distribution is roughly symmetrical around its center, resembling a bell curve. This indicates that most users perform a moderate number of daily search queries. Central Tendency: The peak of the distribution, representing the highest density of users, appears to be around **8"See full answer

Ammro H. - "Clarifying questions: What do we mean by a video conferencing app? Zoom or Messenger? A: More like Zoom Is the app for B2B users or C2C users? A: Dealer's choice What stage is this app at? Early-stage or has been in the market for a while? A: Current Player This question will help decide if you will focus on Adoption or Engagement and retention... Is there a specific market or user group we need to focus on? A: Dealer's choice Is it a paid or free service? A: Both The structure"See full answer

Sueudo G. - "I think rapport with the team is key to deciding what one of these members can do that would bring more development capability to him, the team and the project. Analyzing the skill and attitude of my team members in advance and putting them in the role where they are strongest and happiest has been an important factor in my success stories. Taking care to identify a potential leader in the team will make it evolve faster as well. So this is how I make decisions when forming a squad for a spec"See full answer

fuzzyicecream14 - "Situation: As a Product Manager at Cisco, I was leading the development of a new highly critical product for enterprise customers. Midway through the project, a key engineering team was reassigned due to an urgent security patch, leaving us understaffed with only six weeks left before a critical customer pilot. Task: I had to ensure the product launched on time without sacrificing key features, despite losing half of our engineering team. The challenge was to"See full answer

Vijay S. - "Which one I critical, is the erratic change in the delivery cycle is one you need to investigate and further deep dive into to find the root cause"See full answer

Katherine B. - "Before jumping into solutions, I’d want to first understand the feature launch’s objectives: what metrics were we trying to move and how did those top-line metrics perform. In an ideal scenario, we’d A/B test the feature so we can statistically measure metric performance over the existing features. If we weren’t able to A/B test, we would evaluate performance using pre-post on our key metrics we’re aiming to move, as well monitor funnel performance. Likewise, I’d make sure that engagement, ado"See full answer

Pratik H. - "How would you define success for Doordash Clarify- Are we looking at the US Market? Yes Are we we looking at it from today? Yes Are looking at mobile or web? Both Has anything changed in doordash;s strategy or marketplace I should be aware of? Nothing major Lets talk a little about the misssion of doordash. It probably goes something along the lines make food delivery as easy as possible. Their core product is three sided. You have drivers on one end, customers that order food on the other and"See full answer