Interview Questions

Karthik M. - "I would always pick a specific product and make a case. Answering this question without a specific product in mind makes the answer unstructured in my opinion. For instance, I would pick Gmail as an example to answer this and structure my response. Clarifications & Assumptions Let us pick a specific product and structure our response - for instance - let us pick Gmail as the product that you want to analyse and make a Go / No Recommendation to Sunset the Product. Overall Google Revenu"See full answer

R K. - "As a Product Manager for Instagram Reels, understanding Meta's investment in this product requires considering the broader competitive landscape, primarily TikTok, and Instagram's monetization strategy through ads. The focus on Reels is a strategic move to capture a share of the short-form video market, increase user engagement, and drive ad revenue. Lets start with why Meta invested in Instagram reels 1. Competing with TikTok: TikTok's explosive growth in the short-form video space pose"See full answer

Kevin S. - "The question given is intentionally very open ended. As the key phrases used are "air travel" which can encompass all parts of the journey not just the airport or flight experience & "improve the perception" which doesn't necessarily require fixing the problem (although you'd hope that was part of the conclusion). In addition, the constraints of time (1-year) and resources ($10M) means you must be very prescriptive. As such I think it'd be important to ask the following clarifying questions"See full answer

Angie B. - "Clarify the problem to ensure you understand what to improve - reactions are used to react to posts or comments. They show the reactors' sentiments, emotions, and opinions in a simple yet clear manner without using words. Business Objectives What are the business objectives that we need to consider before digging deeper? Are there specific goals that we're trying to achieve by improving the reactions feature? We want to increase the number of engagement and want more users to react acro"See full answer

DM - "Clarifying my assumptions first, i.e. "Technical contributions are not just writing or reviewing code". Answer : My contributions to any program I lead as a TPM are as follows : Inputs towards design, architecture review, mapping requirements to the proposed design, reviewing the implementation strategy w.r.t scalable solution, Writing core user-centric test scenarios, Validating proposed design vs implementation estimates vs initial planning. etc... Example : Situation: We are a"See full answer

Chinmay S. - "#include #include #include using namespace std; vector diff(const vector& A, const vector& B) { unordered_set elements; vector result; for (const auto& element : A) { elements.insert(element); } for (const auto& element : B) { if (elements.find(element) == elements.end()) { result.push_back(element); } else { elements.erase(element); } } for"See full answer

Komal S. - "a. Sort the array elements. b. take two pointers at index 0 and index Len-1; c. if the sum at the two pointers is target; break and return the pair d. if the sum is smaller, then move left pointer by 1 e. else move right pointer by 1; run the logic till the target is met or right pointer crosses the left pointer."See full answer

Manu S. - " Attributes of a good Product strategy: Good product strategy builds upon the company’s existing advantages (companion products, distribution channels, partner relationships, etc.). Good product strategy clearly identifies target customer segments and non-target segments. Good product strategy identifies leading and lagging indicators of success, whether they are metrics or milestones. Take both top down and bottom-up approach to formulate your strategy. Use top down to bring alignme"See full answer

Robert H. - "The addition of an intermediate "sanitization" ML is something Neeraj used in the Uber Eats design and again seems kind of outside the scope here and redundant. This can simply be built into the AI response model to save a step. It's not clear what benefit this step provides, and he basically said we should have it "just because it would be good" and there's no concrete reasoning why to include it. Adding a Kafka queue to handle the thumbs-down ratings? For what purpose do you need a queue othe"See full answer

Vivek S. - "Hey team, the title says a "GTM campaign" whereas the video is about "favorite marketing campaign" example. Are they supposed to be the same? If not, can you please fix it?"See full answer

Dinar M. - " Thanks a lot for showing us how a recommender system can be build. I see it was proposed to use Collaborative filtering which is user - item matrix having dimension N * M (where N - number os users and M - number of songs). Though, it was explained how it gonna be built, it is still unclear how all users and songs features are going to be used. In that matrix we have values in cell (lets say i, j) like 1 - a specific user (i) clicked on song (j) when it was recommended or it is 0 when the user"See full answer

Naga M. - "PS: Below is my solution. Appreciate if you can provide feedback to improve Followup Questions: Are you referring to Credit Cards or Debit Cards? Assuming it's about Credit Card Why does Capital One want to issue Virtual Cards? (want to know any specific goal in mind) Want to improve security standards which will result in more usage (user purchases) Which user segments do you want to target? (Want to if they are focusing value from a specific user segment)? Assuming they are focu"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

Saket S. - "Agile processes have been a game changer for Software development projects from last 2 decades. But there are situations where Agile practices don't work very well and demand a workaround. Some of those scenarios are mentioned below: No Project Plan or Status reports: Agile Project team does not produce formal project plans or status reports unlike Traditional SDLC Projects. Sometimes it is hard to represent project status to senior executives who are interested in the overall status and risk"See full answer

Natalia N. - "Clarifying questions: How much is the decline? Since when have sales been declining? Make sure that it has correlation with competition and not a premature assumption that can come from something internal (not external competition). Is it all the stores? What is the variation in the dicline? If you have stores that have 20% less sales vs some that are steady, it might be something related to the store experience specifically. How does the decrease in sales compare to cities that ha"See full answer

Jasmine Y. - "It depends on the size of the dataset. You want enough samples in both the testing, training and evaluation sets. If there is enough data, 70/20/10 is a good split"See full answer

Shreya S. - "Firstly, I would like to be in a room with all the stakeholders (tech/business) and the decision makers. Now starts the analysis of the situation. Certain questions that I will be looking for an answer are- Is this a new issue? or an old one? What is the severity and priority of the feature in the release? In terms of business values. How long would it take the engineering team to fix the issue? Can we manage for a workaround meanwhile the issue gets fixed? What are the risks inv"See full answer

Judy W. - "Clarifying questions: What is the objective of the GTM strategy? User acquisition? User retention? Who is the target audience of the GTM? What is the period we are looking at? Short term or long term? Assumption: Launched YouTube Shorts in South East Asia, measuring success of the user adoption and retention in one month and six month. Before we proceed, wanted to check whether we have any benchmark performance from past YouTube's GTM targeting creators? Say, Live stream on YouTube? "See full answer

Anjan M. - "Product - Google Glass Undefined Core Segment & Jobs-to-Be-Done - Google pitched Glass to “everyone” but never clarified a must-have use case for any one group. Improper Category Context - It was positioned as a lifestyle product, but could not justify a use case that a mobile device could not already do. Premium Pricing of a Prototype- Explorer Edition cost 1500 usd. This gap alienated hobbyists and discouraged volume sales. Privacy Backlash- The Always-on camera r"See full answer

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