Analytical Interview Questions

RockyBalboa - "Clarifying question(s): what constitute a COVID related search? is it more on number of cases by geography, virus strains, vaccine information etc. ? Besides engagement is there anything we should take into account? Which personas are likely to be targeted: Journalists gathering more information for reporting Doctors and SMEs Common crowd with moderate to advanced education on health and safety measures and likely type of at-home entertainment Pharmaceuticals orga"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

Rev - "Narrow down on a person (born in city childhood - school - college - work - retirement) Age: 0-5 = ignoring travel for this part (might travel with parents) 5-19 = weekdays school, weekends outings School distance 5 km , total = 10km (to & fro) (4 intersections * 1min(time spent) = 4 min/ day) 52 x 5 x 4 = 1040 mins ~ 15 hrs 15 * 14 yrs = 210 hrs Weekends 52 x 2 = 104 days * 0.3 = 30 days Trips = 10 km (8 intersections * 1min(time spent) = 8 mins) 30 x 8 ="See full answer

Anonymous Chinchilla - "Advice would be really appreciated! Clarification: To download the app, do users need to go to the app store/or open a web browser to click download? [Assume the interviewer said it is up to me] Approach : summarize the overall process of sharing listing out how could we optimize every step in the process to make sharing features effective ranking each feature by their priorities setting metrics, perform A/B tests and evaluate results. **Step1: Summarize Shari"See full answer

Pradeep kumar S. - "The primary goal of the adtech platform is to precisely target your audience online, that can reap great rewards for your marketing and revenue objectives. For that we have to define Program Success Metrics. Here are six key metrics for technology companies used by leading advertising providers such as Facebook and Google use: Impressions: How many unique and total viewership of the ad Exposure: the average number of times an ad is served per person. Engagement Rate: how many click t"See full answer

Abhishek S. - "Draft: Interview on the Goal of Airbnb Hosts Interviewer: What is the goal of Airbnb hosts? Abhishek: Clarifying question - By goal, what exactly do you mean? Are we talking about the business goal, product roadmap, expansion goal, growth, or marketing? And are we just talking about hosts, not Airbnb as a whole, right? Also, is it the website, mobile app, or the whole hosts business vertical? Interviewer: Good clarifying questions! By "goal," I mean the business goal of Airbnb ho"See full answer

Yespm T. - "Define Product: Facebook events lets people organize gatherings in the real world with people on Facebook.  As a creator, you can create public or private event, set date/time/location, invite people.  Invitees can see these events, view who’s coming and provide an answer (RSVP). They can share events with their connections. Define Metric: Clarify which specific success metric has dropped? Assume it's the Avg # of responses (rsvp) per event that has dropped Clarify how mu"See full answer

Ash J. - "Clarify: Has metric definition changed for what the NSM is and app startup time?-->No Are we sure that this not just a correlation and causal? For e.g. We would need to dive into a few different technical buckets around regional, version and other features launched-->No Time period: Is it over the same time period?--> Yes Goal: FB goal: Empower people to build community and bring world close"See full answer

Soso K. - "Clarification: This is only for Facebook and not for Instagram, whatsapp etc. Facebook Hashtag helps Meta users to drive visibility into user posts as well as help categorize a post, feeling to what others in the community might be feeling. This helps bring the community together and that aligns with the mission of Facebook, which is to bring the world closer. This feature is also not a new feature in overall social media landscape, Twitter did it before and gained instant popularity. Wit"See full answer

Sg S. - "Let’s talk about goals first Goals are: Yelp:
1
I assumed that main goal is the revenue from advertising. It PPC advertising so we want more people to click on it.
2 Keep high user engagement level advertisers: want to keep the CR and CPS. Let’s discuss how can we define the appropriate number of ads: We can set up AB testing with different number of ads. We want to see if there is significant revenue increase when we show 1,3,5 ads.
We also want to check the tradeoffs and be sure tha"See full answer

Rudra pratap S. - "Install was sudden or gradual. Let’s we are seeing it from last month. It it happening in any particular country or location? Let’s say india only. Have we seen any bad PR issues from our competitors? Let’s say no. Have we launched any new song from any famous singer in the last month? Let’s say no. Only installs are increased or free to premium conversion is also increased. Let’s say yes we have seen increase in free to premium conversion also. Have we launched any new market campaign with extr"See full answer

Shiva S. - "Car sharing app, like an airbnb but for cars. Assuming for the US market. Goal: Awareness , Acquisition, Engagement, Retention Getting new users to take more rides User Segments: Owners Have a spare car not being used Don't have to purchase the car Own unused premium cars Looking at Turo as an investment option when making a car purchase decision Renters Rent for work trips Rent for vacations Rent during a short stay in town _Family and Indivi"See full answer

Manas M. - "The correct answer as per the interviewer was since we have to exclude in build product engagement metrics and user feedback for the sake of this question, consulting firms/data analytics firms who do market research we rely on that data to determine how useful a competitor's feature is . again this is the answer provided by the interviewer."See full answer

Akhil S. - "solving too much demand and not enough supply; look at how many users are unable to find a ride within a reasonable amt of time (to be defined) would would increase prices everytime someone doesn't get a ride at small intervals. In a few minutes, the prices would increase to an equilibrium."See full answer