"Interviewer : How would you reduce ride cancellation on Uber ?
Shailesh : Okay before I jump onto the solution, I would like to clarify some points for better understanding. So ride can be cancelled from the both the parties rider and the driver ? So which side are we talking about ?
Interviewer : we are seeing more cancellation from diver side.
Shailesh : From how long we are seeing this trend ?
Interviewer : you can say from an year.
Shailesh : Okay, also are we seeing these cancellations from"
Anonymous Muskox - "Interviewer : How would you reduce ride cancellation on Uber ?
Shailesh : Okay before I jump onto the solution, I would like to clarify some points for better understanding. So ride can be cancelled from the both the parties rider and the driver ? So which side are we talking about ?
Interviewer : we are seeing more cancellation from diver side.
Shailesh : From how long we are seeing this trend ?
Interviewer : you can say from an year.
Shailesh : Okay, also are we seeing these cancellations from"See full answer
"All products and services have to sell. I would create measurements on how much time, labor, and funds went into a project and how much value it brings back to customers and company."
John H. - "All products and services have to sell. I would create measurements on how much time, labor, and funds went into a project and how much value it brings back to customers and company."See full answer
"To bring any product to market here are the below steps that I would (did) take:
1.Understand the problem stmt / stakeholder need and asses depth of the problem
(qualitatively and then gather metrics to quantify it)
2.Do market study on understanding relatable solutions if any
3.Carve out viable solution/ideation that aligns with overall Business Vision/Goal
4.Get stakeholders buy in on the idea
5.Guesstimate and prioritize high level features, Cost and ROI.
6.Build Business case for Project Le"
Bk - "To bring any product to market here are the below steps that I would (did) take:
1.Understand the problem stmt / stakeholder need and asses depth of the problem
(qualitatively and then gather metrics to quantify it)
2.Do market study on understanding relatable solutions if any
3.Carve out viable solution/ideation that aligns with overall Business Vision/Goal
4.Get stakeholders buy in on the idea
5.Guesstimate and prioritize high level features, Cost and ROI.
6.Build Business case for Project Le"See full answer
"Clarify-
1) How much time do we have to do this?- 2 years
2) Is there a goal for this product?- We are looking toward engagement towards the Olympics
3) Are we building this for a global auidience or just the US- Up to you
4) Should I keep Meta's mission in mind here? Not necessarily...thinking through the Olympic committee lens
Lets understand the Olympics. Its the games that are hosted once every 4 years. Its a global event that hosts many different athletes from various countries. There a"
Pratik H. - "Clarify-
1) How much time do we have to do this?- 2 years
2) Is there a goal for this product?- We are looking toward engagement towards the Olympics
3) Are we building this for a global auidience or just the US- Up to you
4) Should I keep Meta's mission in mind here? Not necessarily...thinking through the Olympic committee lens
Lets understand the Olympics. Its the games that are hosted once every 4 years. Its a global event that hosts many different athletes from various countries. There a"See full answer
"First I will set up the formula, second I will calculate each of the components then adding them up. Finally, I will talk about corner cases if any.
1, To begin with, I want to think broadly what could go into the equation. Bandwidth depends on number of devices at a time, so if a student use both laptop and phone at the same time then we have 2. Beside, grad students need internet for various reasons, such as checking email, searching on Google for information, watching lectures... Different a"
Darren L. - "First I will set up the formula, second I will calculate each of the components then adding them up. Finally, I will talk about corner cases if any.
1, To begin with, I want to think broadly what could go into the equation. Bandwidth depends on number of devices at a time, so if a student use both laptop and phone at the same time then we have 2. Beside, grad students need internet for various reasons, such as checking email, searching on Google for information, watching lectures... Different a"See full answer
Product Manager
Estimation
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarifying Questions:
What age range are we looking at between 13-19? Any specific range we need to target? - Assume all teens
Any demography we would target? - Worldwide
Do they have access to phones/laptops or do we need to build an offline product? - Assume they have access to phones and laptops
Are there any constraints around privacy or content moderation? - Yes
What platform (Facebook core, Messenger, or another product) is this for? - Assume faceb"
Kartik D. - "Clarifying Questions:
What age range are we looking at between 13-19? Any specific range we need to target? - Assume all teens
Any demography we would target? - Worldwide
Do they have access to phones/laptops or do we need to build an offline product? - Assume they have access to phones and laptops
Are there any constraints around privacy or content moderation? - Yes
What platform (Facebook core, Messenger, or another product) is this for? - Assume faceb"See full answer
"Great question!
Last year, we were working on a critical project to develop a real-time risk analytics platform. This platform was designed to provide our traders with instantaneous risk metrics, allowing them to make informed decisions in a fast-paced trading environment. Midway through the project, we faced a significant issue: our chosen data processing framework was not performing as expected under the high data throughput required by our trading algorithms. This was causing unacceptable lat"
Scott S. - "Great question!
Last year, we were working on a critical project to develop a real-time risk analytics platform. This platform was designed to provide our traders with instantaneous risk metrics, allowing them to make informed decisions in a fast-paced trading environment. Midway through the project, we faced a significant issue: our chosen data processing framework was not performing as expected under the high data throughput required by our trading algorithms. This was causing unacceptable lat"See full answer
"Sounds like interesting problem! First I'd like to clarify a few things....
Clarify/Find Constraints.
WHO - who are we improving the post-booking experience for? restaurant visitors? or restaurant staff who view reservations? new vs existing users?
WHAT - what do we mean by improve? is there a specific metric we're looking to improve upon (user experience? increasing show-up rate? booking a second time? etc.?) confirm process/JTBD - are we referring to the standard OpenTab"
Maya B. - "Sounds like interesting problem! First I'd like to clarify a few things....
Clarify/Find Constraints.
WHO - who are we improving the post-booking experience for? restaurant visitors? or restaurant staff who view reservations? new vs existing users?
WHAT - what do we mean by improve? is there a specific metric we're looking to improve upon (user experience? increasing show-up rate? booking a second time? etc.?) confirm process/JTBD - are we referring to the standard OpenTab"See full answer
"Interviewer: What is your favourite Google product, and how would you improve it?
Shailesh: Alright, before that, let me clarify; I have to give the Google product, which I like the most, irrespective of how it is currently performing in the market, is it a market leader or not. Also, I need to justify why it is my favourite product and suggest some improvements.
Interviewer: Perfect
Shailesh: Okay, the way I would like to go about it is, first, I will explain what qualit"
Anonymous Muskox - "Interviewer: What is your favourite Google product, and how would you improve it?
Shailesh: Alright, before that, let me clarify; I have to give the Google product, which I like the most, irrespective of how it is currently performing in the market, is it a market leader or not. Also, I need to justify why it is my favourite product and suggest some improvements.
Interviewer: Perfect
Shailesh: Okay, the way I would like to go about it is, first, I will explain what qualit"See full answer
"I think i would start by asking what's driving the strategy for testing new ad formats?
Possible options could be
Increase monetization?
Improve ad effectiveness?
Any other objectives?
Assuming that its both 1&2 - we want to test new ad formats to gauge if these are more effective and lead to higher monetization
Ground the conversation into current scenario
Instagram Reels is aa short form video platform that users use to showoff their creativity
Reels is a relatively new addition to"
EssGee - "I think i would start by asking what's driving the strategy for testing new ad formats?
Possible options could be
Increase monetization?
Improve ad effectiveness?
Any other objectives?
Assuming that its both 1&2 - we want to test new ad formats to gauge if these are more effective and lead to higher monetization
Ground the conversation into current scenario
Instagram Reels is aa short form video platform that users use to showoff their creativity
Reels is a relatively new addition to"See full answer
"Currently, I do a lot of data analysis using Azure Databricks and PowerBI. In Databricks, I write some basic SQL queries to retrieve the data and then pull that data into PowerBI for analysis. While this is sufficient, I believe there is room to make this skill set stronger. One way that I mitigate this currently is to maintain a strong relationship with our data analytics team. Whenever I have issues massaging or querying the data, I will reach out to one of those team members to help me get to"
John F. - "Currently, I do a lot of data analysis using Azure Databricks and PowerBI. In Databricks, I write some basic SQL queries to retrieve the data and then pull that data into PowerBI for analysis. While this is sufficient, I believe there is room to make this skill set stronger. One way that I mitigate this currently is to maintain a strong relationship with our data analytics team. Whenever I have issues massaging or querying the data, I will reach out to one of those team members to help me get to"See full answer
"In what terms we need to improve the quality? Is there any focus on any particular host/customer experience? - Let’s consider that we need to improve the customer engagement on Airbnb platform.
Airbnb has both - web interface as well as mobile interface. So, I am assuming the experience on both the platforms.
I will brief about Airbnb - Airbnb provides homeowners to rent their spare rooms/properties to travelers/visitors and at the same time, travelers/visitors can get accommodation at budget"
Anonymous Fox - "In what terms we need to improve the quality? Is there any focus on any particular host/customer experience? - Let’s consider that we need to improve the customer engagement on Airbnb platform.
Airbnb has both - web interface as well as mobile interface. So, I am assuming the experience on both the platforms.
I will brief about Airbnb - Airbnb provides homeowners to rent their spare rooms/properties to travelers/visitors and at the same time, travelers/visitors can get accommodation at budget"See full answer
"To clarify the question, we need to know
What portion of “food” are we discussing? All groceries, cold ready-to-heat meals, meal kits, hot meals, or something else? Finding “something else” presents the opportunity to invent a new sector of the business that leverages Amazon’s unique strengths. That’s more likely to be a winner idea, from Amazon’s perspective and the interviewer’s opinion of you, than copying some other company’s existing approach. But it’s also possible the interviewer has a"
Jonathan S. - "To clarify the question, we need to know
What portion of “food” are we discussing? All groceries, cold ready-to-heat meals, meal kits, hot meals, or something else? Finding “something else” presents the opportunity to invent a new sector of the business that leverages Amazon’s unique strengths. That’s more likely to be a winner idea, from Amazon’s perspective and the interviewer’s opinion of you, than copying some other company’s existing approach. But it’s also possible the interviewer has a"See full answer
"FB Vision
Why is this problem important - bad ads can drive customer churn and pose reputational risks in terms of law suits.
What is a bad ad defined as - we will exclude ad relevance. any ad that is inappropriate, harmful, and misleading.
What is the user journey >>
Businesses creates ads, ads are verified by FB team who will remove any bad ads, ads get published after verification, user sees the ads, reports if they dont like it, and the team verifies it again and if bad, removes it.
N"
Neha A. - "FB Vision
Why is this problem important - bad ads can drive customer churn and pose reputational risks in terms of law suits.
What is a bad ad defined as - we will exclude ad relevance. any ad that is inappropriate, harmful, and misleading.
What is the user journey >>
Businesses creates ads, ads are verified by FB team who will remove any bad ads, ads get published after verification, user sees the ads, reports if they dont like it, and the team verifies it again and if bad, removes it.
N"See full answer
"Let me tell you about a time when my manager was on a two week PTO and I was building the post-MVP roadmap for a newly launched product.
Being a SaaS platform for supporting restaurants, I'd led the conception, planning, development and launch of the MVP for an online ordering solution for diners in restaurants. After the launch of the MVP, our original plan was to build features which supported table-service restaurants like keeping an open tab. But while looking at the data, I realized that a"
Singer29 - "Let me tell you about a time when my manager was on a two week PTO and I was building the post-MVP roadmap for a newly launched product.
Being a SaaS platform for supporting restaurants, I'd led the conception, planning, development and launch of the MVP for an online ordering solution for diners in restaurants. After the launch of the MVP, our original plan was to build features which supported table-service restaurants like keeping an open tab. But while looking at the data, I realized that a"See full answer
"I depends on the severity of the bug and the impact of the new feature. Is the bug a blocker and is having direct impact on the business flow? Is the new feature mission critical and has a major impact on customer experience, revenue, business, etc. Conduct an analysis. Include key stakeholders in this discussion."
Kiran K. - "I depends on the severity of the bug and the impact of the new feature. Is the bug a blocker and is having direct impact on the business flow? Is the new feature mission critical and has a major impact on customer experience, revenue, business, etc. Conduct an analysis. Include key stakeholders in this discussion."See full answer
"Clarifying question: normally when we say design for , we mean the same product with features for the user segment. Here, is it okay to assume the meaning to be design a product from Netflix for dogs?
Assumption: yes.
Reason for assumption: an OTT app in its current form with movies and web series is not very suitable to dogs.
We will start by analysing who the stakeholders are in the users.
Dogs
Pet owners
Shelter workers.
We will now explore some of t"
Upasana S. - "Clarifying question: normally when we say design for , we mean the same product with features for the user segment. Here, is it okay to assume the meaning to be design a product from Netflix for dogs?
Assumption: yes.
Reason for assumption: an OTT app in its current form with movies and web series is not very suitable to dogs.
We will start by analysing who the stakeholders are in the users.
Dogs
Pet owners
Shelter workers.
We will now explore some of t"See full answer