Interview Questions

Sumit P. - "CQs: Content moderation system finds Inappropriate contents - profanity, violence, privacy concerning. Misinformation - false info, false claim, fomenting wrong views PII Misinformation → Wrong info Twisted info Incomplete info Goal - reliability and trust on the platform Long term increased engagement on informational content RAG system - what and why? RAG system has 3 components Brain - reasoning models Tool"See full answer

Rahul D. - "Clarifying questions: Revolut aim is to be one stop financial shop (super app) the cross border payments is yet another feature which makes cutomers come to revolut again and again to pay across borders, correct? If so, cross border payments is an important solution for Rev's overall mission and as a principal I would like to agree that whatever feature improvement we suggest should Not take customer outside of Rev App Should continue making Rev's cros border payments best in"See full answer

R S. - "My main task was to improve our recommendation system. I worked closely with the business and data teams to understand how recommendations were made in the past. After discussions, I found out that the system had fixed recommendations and didn't consider customer preferences. Our goal was to identify potential customers better, boost conversion rates with personalized recommendations, and increase cross-selling of products. After analyzing a lot of data, we focused on customers with accounts an"See full answer

Patrick B. - "Clarify what the business goals of Spotify is Depending on the stage, some companies care more about revenue growth, some about user growth and in rarer cases, about profit margins. In the case of Spotify, the company is still in growth stage so I will make some assumptions that user growth is the most important, followed by monetization. Plus, margin is relatively fixed due to the contracts with recording labels Recently, Spotify has invested heavily in podcast with goa"See full answer

Vivek S. - "Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ? Interviewer - Let's focus on overall health metrics of the product. Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ? Interviewer - Let's sa"See full answer

Kartikeya N. - "C : Okay. So I would want to start with knowing what is the product for which we have to build a recommendation system. I : This is a photo sharing product. C : Okay. So is this something on the lines of Instagram? I : Yes C : Okay. And are we a new product co or we have some current product built already? I : You can assume yourself. C : Okay. Is there any demography or country we are targeting? I : No, this is a global product C : Okay. So, the biggest goal of any product recommendation system"See full answer

Urvashi G. - "YT threats →. Let's define threat - activities that reduce actual or growth rate for user base / watch time / $ User - what impacts user base, users’ watch time (why would users not use YT anymore?) Competition - all apps that compete for users' time spent on digital entertainment (VOD, social media apps like tiktok, vMVPDs) Safety, trust, privacy, digital well being No relevant content Distribution - platform bans, distribution deals falling through (eg smart TVs)"See full answer

Anonymous I. - "Great question, first some clarifying questions: I assume that we're talking about meta disrupting the travel industry? Or generally When we say travel industry, this could include modes of transportation, scheduling transportation, what to do when you're there etc.? Are we focused on business travel? Leisure travel? I'm going to assume for the sake of scoping down that we're going to be focused on Leisure travel because business does not have as much pain, and on the flip-side o"See full answer

Balaji G. - "This is the answer I have prepared. Please let me know your comments and how I can improve the answer. I have worked on many process improvement initiatives and projects. I want to share an initiative that I led and delivered while at my previous employer. It had a great impact on over 60 programs and projects across teams in six different countries. Analysts and program managers used to generate a monthly program performance report that deals with all aspects, including schedule, risks, costs"See full answer

Ankit M. - "Me: I would first like to ask a few clarifying questions : Is this tipping issue confined to specific regions? Is this a new problem, or has it always been present? Does this issue affect all types of rides offered by Lyft? Is there a correlation between driver ratings and the likelihood of being tipped? Interviewer: The problem is widespread across all regions where Lyft operates. It's not new but has been consistent over time. The lower tipping rate is uniform across all ride types, i"See full answer

Patrick B. - "Clarifying How does autoplay work? I presume it's how it's done today (no audio, start playing once the video is scrolled to be completely in the user's screen) Desktop or mobile? Which market is this? Users in US / Western Europe vs developing markets have different behaviors Goals & Metrics FB's mission is to help people build deeper connections. As a news feed PM, the goal is to make sure FB news feed is valuable to the users by being a great way to keep in touch with"See full answer

Karthik T. - "Our application has millions of users and significant load on file upload feature. Situation : In our legacy application we had a particular page which was accepting file uploads and it had the legacy way of selecting file uploads and page would redirect you to the next page or show an error message on failure. Task : I had regular calls with the customer who had reported issue multiple times on this application area. In my calls my I also understood that client was expecting some inno"See full answer

Saket S. - "I will divide my answer in 2 parts: Process I use for managing risks in any Project I will explain a real life situation where a Risk occurred and how I managed it Process for Risk Management can be broken down into 3 parts: Risk Identification: Risk identification is a team effort and is an ongoing process that happens throughout the Project. Technical Risks are usually identified during design/build/testing stage. I maintain a Risk register document to capture all the risks identified"See full answer

Gokul S. - "A gas station is a place to refuel our cars to a set amount, pay for it, and get out. What do we mean by great - do we want to revamp the experience of a gas station? Yes. Who are we? Let's say we are one of the big oil dealerships in the US. OK, so we are looking at building this in the US? Yes. Is this for a specific type of gas station - for trucks, normal cars, or other special vehicles? Assume it's for normal cars. We are a big oil dealership and we want to revamp our gas stations."See full answer

P K. - "Assuming this product is independent of FB product family and we are thinking of building an independent product. Goal: Make it easy for users to simplify the appointment process with the doctor. Success: Number of appointments made, repeat appointments made. Lets understand who are the key personas involved here: Doctors/Clinics (Excluding dentists) Patients/Users For this problem, I want to focus on the patient persona and go deeper into their problems. The various user segments ar"See full answer

Ram - "Clarification Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort? Is the product digital or physical? Are we targeting internal (employees) or external (customers) users? Are there any specific constraints like funding, resourcing, or geography? 1. Narrowing Down the Problem Awareness and Education: Create tools to increase understanding of climate change and its effects. -"See full answer

P K. - "Clarification questions: What does an increase in usage mean? Microsoft wants to grow its market share in the browser segment Why do you want to increase the usage? Increase in IE usage would increase Bing advertising revenue Are you targeting any specific platforms to increase usage in? You tell me Are there any geo's of specific interest? worldwide Would it be fair to assume that the increase in usage is represented with an increase in the metrics - "Increase in no. of requ"See full answer

S G. - "Clarification questions: How are these metrics calculated? Get context on why these metrics are important? Are we looking at any specific role? Benchmarking: What is the current time to hire? How does this compare to competitors? Do we have a desired goal/target for these metrics? Problem Solving: I began by analyzing the various steps in the hiring process and the number of days taken at each stage. Soon realised that the bulk of the time is taken in a few steps (80/20). Drilled down further"See full answer