Analytical Interview Questions

UoP - "What goals would you set for Reels recommendation engine? Clarification: Is this Reels on Instagram, FB? Which ones do you mean? -Instagram What does this feature cover- Reels recommendation engine- showcases a new video to the user when tapped User can Like, comment , add reel to the story, remix this reel, save, report, not interested Why is this done? Competition from Tiktok : Make Reels appealing to Meta userbase so that Meta doesn't lose users, creators, brands to TikTok Mission "See full answer

Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows: Ask clarifying questions List potential high level reasons Gather Context (TROPIC)Time Region Other features / products (internal) Platform Industry / Competition Cannibalization Establish a theory of probable cause Test theories Propose solutions Summarize "See full answer

Utsav M. - "reduce lag time and latency. people joining at a given time for adoption."See full answer

Unicorn 2. - "Here is what I understand from the question. Riders use "scheduled rides" to schedule rides for upto 24 hours in advance. Do drivers see these scheduled rides before? Assuming no. The drivers get matched 30min before the scheduled ride. Possible factors in matching Location of driver Location of rider No. of rides the driver has had? Maybe give preference to new drivers? Scheduled rides are only single party rides (no pool,etc) What is our goal here? Maximi"See full answer

Kumaresh K. - "Provide me SAP ATTP consultant interview questions and answers"See full answer

Sam M. - "The design review has three stages; In-draft, Review and Complete. I consider a design review completed when the problem statement has been clearly addressed via a feature or a solution and signed off on by all the key stakeholders along with engineerings."See full answer

Jack F. - "One feature I launched was a construction draw process enhancement for loans ranging from $15MM to $60MM In response to the need for improved efficiency and accuracy in managing construction loan disbursements, I led the development and implementation of a streamlined process within our banking platform. Working closely with stakeholders, including borrowers and internal teams, I gathered requirements and identified pain points in the existing process. Leveraging my expertise in data analysis a"See full answer

Raj M. - "Never a straight-forward answer. Assuming that this is a company goal to increase ad revenues from Chrome, try and understand the reason for the negative feedback. Is it a systematic issue (ads generally do lower overall user experience) or a specific issue (quality of ads, technical issues)? If the latter, fix that and run the experiment again. If former, how does this compare to user experience for other products with or without ads (YT vs YT premium)? If it above benchmarks, then pause. If in"See full answer

Chakravarthy B. - "generally at the beginning of ever project the PgM has to come up with 5Ws & a H that translates in to a project charter. this forms the baseline expectations for a project to get kick-started."See full answer

Ruth A. - "Spoiled food In a process I improved, I streamlined how tasks were assigned to reduce delays and confusion."See full answer

Arvind R. - "Based on the demand data, i.e. how many people are seeking to take shuttle during a certain period, I will make that as on-schedule. On the lower peak times, I will make it as on-demand with the expectation of how long it will take from request to shuttle available."See full answer

Nirmmall K. - "I would recreate the issue from my side to land at the 404 error and check which page has issues with retrieving the information. Booking.com has a lot of features and workflows inside the product, so I would see how many users use this flow which gives back this error and try to get the metrics to know the criticality of the issue. I would talk to the engineering team to look into this and discuss to set a deadline for the fix based on the criticality. Since the sales team reported this iss"See full answer

Exponent - "Before we begin, it's important to understand what the interviewer is testing with this type of question. This is a Strategy Question that tests an interviewee's ability to create compelling arguments from high level information, discern motive, and think strategically. We can split this question into two views: is Spotify's high churn rate okay or not? Let's see the argument that is bad, and then the opposing side. High churn is bad We'll first give the naive argument here — that churn i"See full answer

Mark - "Clarifying questions: What's Airbnb goal in making this requirement? Are we talking about the listing for Airbnb's core business - lodging? Approach: Before we dive in, it would be beneficial for us to first discuss our base understanding of Airbnb's business, who are the user segments that this feature can impact, and some hypothesis on what Airbnb's goal should be Once we define the goal of this feature, we can go over our approach on how we will evaluate whether we should make"See full answer

Exponent - "This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical product rather that one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula: Ask clarifying questions State the goal of the feature **Apply a UX flow to drive a"See full answer

Riku H. - "Great question. Before I start can I start asking some clarifying qs? By video I am assuming this is FB videos where it's selectively fed unto the newsfeed correct? Yes For FB events should the user be fed with their events, their friends, events or also events in their network? Good Q. I would say yes for the purpose of this question that that's all in scope. Is videos the same as reels? No in this case they are similar but different products where FB videos do not have the 90 sec t"See full answer