Interview Questions

Amy M. - "Before we head into this - let's redefine this question to identify some objectives and key results: re-Design FB security privacy intimacy a few questions I want to clarify are: Is this for desktop, mobi web, or apps? Apps Is this for US only? Yes May I assume some resources available for me? Such as Designers, Data Scientists, Developers? Sure ----- Okay let me think about this for a min ---- I'd like to start off by: Thinking about th"See full answer

P D. - "Clarifying questions Define relevant? Google should keep progressing in solving customer usecases / increasing revenue and profitability over next 10 yrs Since we are discussing about 10 yr period, can i assume that we need not have any constraints in mind? Yes, do not consider any constraints Just to be clear this is about Google in specific and not about Alphabet and various companies within the group. Yes, let's focus on google Last assumption, can we assume that the overall goal / vi"See full answer

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

George A. - "strengths- Working with engineering, working with metrics, execution Weakness- ideation and visioning, working with design"See full answer

Anand N. - "I need to explain then by explaining the trade off"See full answer

rkk293 - "How would you increase the number of comments on groups?"See full answer

Katie - "Union−Find -We illustrate our basic approach to developing and analyzing algorithms by considering the dynamic connectivity problem. We introduce the union−find data type and consider several implementations (quick find, quick union, weighted quick union, and weighted quick union with path compression). Finally, we apply the union−find data type to the percolation problem from physical chemistry. Analysis of Algorithms -The basis of our approach for analyzing the performance of algorithms is th"See full answer

Madhu K. - "Define success for Youtube search I would start with clarifying questions / assumptions, followed by mission of YouTube (YT). I would then list down a few metrics that would be guided by the goal of YouTube and which user actions link to that goal and finally which of them should be used to define success. Clarifying questions: When you say YouTube search, can I assume only text search for now and exclude voice search ? Interviewer: Thats fine. We can stick to text search for now. "See full answer

Dhruv M. - "During my internship at Insighta Analytics, our team was planning to prioritize a marketing campaign focused on customer acquisition through social media ads. The marketing lead was confident this would yield the best ROI based on past success. I was tasked with supporting the strategy by analyzing customer engagement trends. But as I dove into the data, I started to question whether the current direction was the best use of our budget. I analyzed customer conversion data from the last two quart"See full answer

shg - "(This was not search autocomplete based on prefix matching question.) First of all, please note :- The interviewer is not expecting you to get to the right answer in just 1 hr. These systems have been designed over months and improved over years and its impractical for anyone to expect you to get to the right answer in 1 hr. (There is no one single right answer). At the end, the interviewer (director level person) told me the same. What they are looking for is your thought process, getting from"See full answer

Exponent - "This is a Favorite Product question with a slight twist. We have a constraint: picking a physical product. This should be relatively easy since you use physical products personally every day. Let's go over the Favorite Product formula before we begin: Choose a product and briefly explain what it is Who are the users? What are their pain points? How did competitors solve it in the past? How does this product address these pain points differently and better? "See full answer

Adib M. - "Situation: introduced to a new technology that I have never used before. I have used many different packaged software, tools and technologies and I can grasp things quickly. Lets assume this new technology is a Planning tool for TPM (Planr) Target: To get familiar with Planr, its use cases, learn it well enough to be able to use it Action: Here are some of the actions I would take to learn Planr well (1) Find documentation on Planr = various use cases, see screenshots, watch demos,"See full answer

M N. - "Driver retention is important to ensure growth since we need healthy retention of existing drivers while we acquire new drivers so that we meet growing demand. Should we look at a specific driver segment to improve retention? We might divide the drivers by their age on the platform: New drivers(less than 3 months since first ride), Medium age (3mos to 1 year), Long term(1+ years). Let's focus on the medium term since I assume them to be the biggest segment. Now lets try to list out possible pr"See full answer

Saurabh K. - "Ask a follow up question : What is the primary goal of expanding into a new vertical ? Food vertical company may want to expand to a new vertical (say Grocery) for the following reasons : Attract new customers interested in grocery delivery instead of food delivery Increase usage/order frequency from existing customers Increase revenue and LTV of existing as well as potentially new customers Benefit from synergies between existing delivery engine by improving utilization of their network"See full answer