Interview Questions

Kunal M. - "I would apply the CIRCLES framework to this problem. Context: The mortgage industry is based on front to broken back-office operational processes, fragmented data, rates war, non-clarity on appraisal. The coming age of digital savvy Millenials who wants a one-stop shop for all their banking needs in a techno-savy way will pave the way for mortgage disruption. Goal: Metrics to optimize - increase market share in Loan origination, increase revue and increase customer stickiness on the plat"See full answer

Yomna H. - "Evication Strategy: LFU Access Pattern: Write Around"See full answer

Christopher K. - "In order to answer this question, I am going to do the following: Ask some clarifying questions Go through some major external and internal possible causes Hypothesize and test/valid Conclusion 1. Ask clarifying questions Any particular market? Is it a US market or a new market with less than 12-18 months of full operation US market What do you mean by a given city? - Metropolitan with plenty of public transportations (subway, bus, etc), a large city with limit"See full answer

Anirudh G. - "Questions for interviewer: How many team members are there? How much is the bandwidth required for each user? As of now radio-frequency (RF) signals are used to communicate with Moon. However in order to create a high speed network, we should be using laser communications. NASA has done research on it and results have proved that it is 10-100 times better than RF signals (around 100 Gbits/second). Geosynchronous satellites must be used to send communications and data back and forth betwe"See full answer

Luca D. - "The real discussion was very much similar o what exposed at https://www.tryexponent.com/courses/software-engineering/system-design/design-rate-limiter, but - as I commented the video - the real interviewer wasn't so naive to do not forgive the client identification only because IP. I had to introduce glimpses of https://en.wikipedia.org/wiki/Knowyourcustomer practice, I quoted JWT. I proposed a logical map of id addressing a "deque" of time-stamps of requests, with a threshold for the deque an"See full answer

Sourabh M. - "\>> Amazon Mission & Strategy \>> Where does Amazon Prime fit into Amazon’s mission? \>> Analyze Amazon’s positioning thru \Porter’s 5 forces \ \>> Available Options \\Amazon Mission & Strategy\\ \>> Vision // To be everything store \>> Jeff Bezos // Your margin is my opportunity \\Amazon Prime\\ \>> Loyalty program to help increase customer loyalty // CLTV \>> Fuels Bezos philosophy of \“your margin is my opportunity”\ \>> Amazon Services\: E-Commerce, OTT, Mus"See full answer

Samuel S. - "Clarification questions: What is the time frame we want to build this? MVP 6 months What markets and geos are we targeting? e.g. developed markets and scope it to just US and canada Are we targeting any particular meta platform ? facebook, IG, whatsapp or i can pick ? Across mobile and web platforms. Yes Alignment with Meta's mission and vision and discusison on Product dynamics itself Meta's mission to empower people to build communities and bring the wo"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

Madina A. - "I’d assess a new feature launch by first checking if it achieved the goal we set before launch, whether that’s driving engagement, monetization, or retention. I would look at adoption and usage to see if users are discovering and repeatedly using it, the impact on the main KPI we targeted, and guardrail metrics to ensure there’s no negative effect on core product health like retention, crashes, or satisfaction. Ideally I would measure this through an A/B test or phased rollout and complement the"See full answer

Ben L. - "First I want to look at how Facebook stories overlaps with Facebook’s mission. I can see pretty instantly that stories stays true to Facebook’s mission with bringing the world together and connecting friends and families. I want to make sure I understand the product journey. Facebook stories allows users to post videos and photos. While also being able to add filters, music, and stickers. Users are also able to comment on other stories and react to them. Does that sound correct? Interview: Ye"See full answer

Apurv M. - "Situation (S) I was leading the greenfield development of an AI-driven Supply Chain Control Tower for a major medical equipment manufacturer. The business priority was "First Mover Advantage," requiring a Beta release for three pilot hospitals within a compressed 5-month timeline. To hit this window, we initially chose a Low-Code (Power Pages) architecture for its auto-scaling and rapid deployment capabilities. Task (T) Post-Beta, the Marketing team rejected the UI/"See full answer

Rajendra D. - "Questions to ask : Are there negative values in the input array? Interview : YES Will the product of two number fit into 32-bit Integer. If not, will it fit 64-bit Integer. If not, then is it safe to use Big Integer? Interview : let's worry only about 32 bit Integer What should we return if the input array is null or size (size of input array) is less than 2? Return 0 From above Information: General approach is as follows : a) Track smallest 2 elements in the array -> p"See full answer

Product V. - "Thanks for the question - What is your definition of the challenges - There can be multiple gaps and opportunities - Is there any specific opportunity you want me to look - Are free to assume My understanding of online purchase can be card not present or e-commerce - any specific you want to look Region - USA Goal - Feel free to assume - Trust Timeline - Say about a year Take a pause - Segment 1 - Online shoppers only Segment 2 - Strictly Brick and Mortar Segment 3 - S"See full answer

Rahul B. - "Clarifying Questions: Does parking mean a parking area where vehicles have a space to park? - Yes Are we looking at a particular geography? - UK market Roadmap of the answer: I am going to look at different users, their use cases on when they would want to park their vehicle, their pain points, the possible solution for this product, the MVP of the product along with the features and the metrics to be tracked Different User Personas: Private car owners: Park car when they go out for socializing"See full answer

Saran V. - "Understanding: Understand the reason for the pushback? Is the pushback related to any program constraints such as schedule, cost, quality, or scope? Is this pushback from a single stakeholder or a majority of the stakeholders? Working towards overall program goal: Explain how your idea is tied to the overall program's success metric or the goal Bring in data points to echo the above point Bring in examples of how this approach has helped in the past or with other competitors "See full answer

Vishal B. - "Design an elevator for the blind Clarification Questions A person who is not able to see at all or a person who can partially see? - completely blind Are we we focusing on the people who are visually impaired but, no other physically challenge? - Yes Goal Company already have the elevator products and now company is trying to enter into new market space. Users Blind users with some assistance - we are not focused on these people as they already have some a"See full answer

Teja G. - "To describe designing a complex system architecture, an AI would outline its analytical, iterative, and constraint-driven approach, highlighting principles like microservices, scalability, and security. An AI's process would be based on patterns learned from vast datasets of successful architectural designs, focusing on adaptability for different applications. Here is a breakdown of an AI's approach to designing a complex system, followed by a hypothetical example based on its internal knowledge"See full answer