"Start by explaining your understanding of Google Maps.
It is a free web/mobile-based feature that allows users to
navigate from Point A to B, trip planning
locate restaurants, hair salons, other points of interest around a point on the map
Businesses use to sponsor advertisements based on Map search string.
Clarify what does improvement means, "Improve" is a loaded term - what do we mean by improvement: increased ad revenue, improve the quality of the results, increase downloads, imp"
Rachita D. - "Start by explaining your understanding of Google Maps.
It is a free web/mobile-based feature that allows users to
navigate from Point A to B, trip planning
locate restaurants, hair salons, other points of interest around a point on the map
Businesses use to sponsor advertisements based on Map search string.
Clarify what does improvement means, "Improve" is a loaded term - what do we mean by improvement: increased ad revenue, improve the quality of the results, increase downloads, imp"See full answer
"Our application has millions of users and significant load on file upload feature.
Situation : In our legacy application we had a particular page which was accepting file uploads and it had the legacy way of selecting file uploads and page would redirect you to the next page or show an error message on failure.
Task : I had regular calls with the customer who had reported issue multiple times on this application area. In my calls my I also understood that client was expecting some inno"
Karthik T. - "Our application has millions of users and significant load on file upload feature.
Situation : In our legacy application we had a particular page which was accepting file uploads and it had the legacy way of selecting file uploads and page would redirect you to the next page or show an error message on failure.
Task : I had regular calls with the customer who had reported issue multiple times on this application area. In my calls my I also understood that client was expecting some inno"See full answer
"Clarifying Questions:
Assuming this will be part of FB product.
Assuming this is for the US and no major constraints in terms of finances or resources.
Goal: To improve user engagement
Travel Personas:
Solo personal Traveler
Group personal Travelers
Business travelers
Tour operators
Transportation Companies (airlines, roadways, trains etc).
Choosing to focus on group travelers because most personal travelers usually travel in groups and the volume of this user base"
P K. - "Clarifying Questions:
Assuming this will be part of FB product.
Assuming this is for the US and no major constraints in terms of finances or resources.
Goal: To improve user engagement
Travel Personas:
Solo personal Traveler
Group personal Travelers
Business travelers
Tour operators
Transportation Companies (airlines, roadways, trains etc).
Choosing to focus on group travelers because most personal travelers usually travel in groups and the volume of this user base"See full answer
"Request inputs/feedback on my response below with regards to this question and ways to improve and if it looks apt for this question.
As a TPM at xxx, I was responsible for delivering a feature that would provide prescription (medications) alternatives to users in the Prescription Shopping Consumer Experience App. The project had a tight deadline as it was something that our account management team promised to a client who wanted it for their employees. My goal was to ensure smooth development"
Pavani B. - "Request inputs/feedback on my response below with regards to this question and ways to improve and if it looks apt for this question.
As a TPM at xxx, I was responsible for delivering a feature that would provide prescription (medications) alternatives to users in the Prescription Shopping Consumer Experience App. The project had a tight deadline as it was something that our account management team promised to a client who wanted it for their employees. My goal was to ensure smooth development"See full answer
"I will first start with listing down the GOALS of Google Sheets as a product
GOALS:
Enable better collaboration amongst employees in an organisation
Make edits parallel
Share with co-workers so that the team can work seamlessly
Increase user engagement, activity and make more users aware about the functionality and usefulness of Google Sheets
Next, i will try and list the broader ACTIONS a user might take
ACTIONS:
Create a new Google Sheet
Share with co-workers
M"
Prateek G. - "I will first start with listing down the GOALS of Google Sheets as a product
GOALS:
Enable better collaboration amongst employees in an organisation
Make edits parallel
Share with co-workers so that the team can work seamlessly
Increase user engagement, activity and make more users aware about the functionality and usefulness of Google Sheets
Next, i will try and list the broader ACTIONS a user might take
ACTIONS:
Create a new Google Sheet
Share with co-workers
M"See full answer
Product Manager
Analytical
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"I am the Lead PM for a product that analyzes calls made by prison inmates and looks for predictors of criminal intent. its primarily used by police investigators and the FBI. One of the main features we have in the app is Link Analysis which basically lists out all the calls an inmate has made for a specific time period.
This feature was built before my time. When I joined, the first thing I did was to implement analytics in the app. Looking at our numbers, I noticed that usage was less than 1%"
Aabid S. - "I am the Lead PM for a product that analyzes calls made by prison inmates and looks for predictors of criminal intent. its primarily used by police investigators and the FBI. One of the main features we have in the app is Link Analysis which basically lists out all the calls an inmate has made for a specific time period.
This feature was built before my time. When I joined, the first thing I did was to implement analytics in the app. Looking at our numbers, I noticed that usage was less than 1%"See full answer
"Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ?
Interviewer - Let's focus on overall health metrics of the product.
Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ?
Interviewer - Let's sa"
Vivek S. - "Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ?
Interviewer - Let's focus on overall health metrics of the product.
Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ?
Interviewer - Let's sa"See full answer
"Me: I would first like to ask a few clarifying questions :
Is this tipping issue confined to specific regions?
Is this a new problem, or has it always been present?
Does this issue affect all types of rides offered by Lyft?
Is there a correlation between driver ratings and the likelihood of being tipped?
Interviewer: The problem is widespread across all regions where Lyft operates. It's not new but has been consistent over time. The lower tipping rate is uniform across all ride types, i"
Ankit M. - "Me: I would first like to ask a few clarifying questions :
Is this tipping issue confined to specific regions?
Is this a new problem, or has it always been present?
Does this issue affect all types of rides offered by Lyft?
Is there a correlation between driver ratings and the likelihood of being tipped?
Interviewer: The problem is widespread across all regions where Lyft operates. It's not new but has been consistent over time. The lower tipping rate is uniform across all ride types, i"See full answer
"Clarification
Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort?
Is the product digital or physical?
Are we targeting internal (employees) or external (customers) users?
Are there any specific constraints like funding, resourcing, or geography?
1. Narrowing Down the Problem
Awareness and Education: Create tools to increase understanding of climate change and its effects.
-"
Ram - "Clarification
Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort?
Is the product digital or physical?
Are we targeting internal (employees) or external (customers) users?
Are there any specific constraints like funding, resourcing, or geography?
1. Narrowing Down the Problem
Awareness and Education: Create tools to increase understanding of climate change and its effects.
-"See full answer
"I will use below 4 pillars to rate and prioritize those 5 projects:
Analyze the impact of those 5 projects, to our team and to the whole company maybe
Find out if those 5 projects have any dependency between each other
Clarify the timeline of each project
Identity the status of resources to work on those 5 projects and also the status of their dependencies"
Dean Z. - "I will use below 4 pillars to rate and prioritize those 5 projects:
Analyze the impact of those 5 projects, to our team and to the whole company maybe
Find out if those 5 projects have any dependency between each other
Clarify the timeline of each project
Identity the status of resources to work on those 5 projects and also the status of their dependencies"See full answer
"Sales Performance Dashboard t for sales leaders to monitor product performance:
Sales Performance Dashboard
Top-Level Metrics (KPI Summary)
Time Filter: [Day] [Week] [Month] [Quarter] [Custom Range]
Total Sales Revenue
Displays total revenue for the selected period.
Units Sold
Breakdown by product category and SKU.
Average Deal Size
Total revenue ÷ Number of deals closed.
Conversion Rate
_Leads to sales conversion ratio."
Syed A. - "Sales Performance Dashboard t for sales leaders to monitor product performance:
Sales Performance Dashboard
Top-Level Metrics (KPI Summary)
Time Filter: [Day] [Week] [Month] [Quarter] [Custom Range]
Total Sales Revenue
Displays total revenue for the selected period.
Units Sold
Breakdown by product category and SKU.
Average Deal Size
Total revenue ÷ Number of deals closed.
Conversion Rate
_Leads to sales conversion ratio."See full answer
"CQs:
Any specific geography? Assuming Indian market
Are we partnering up with some other company for delivery ? Assuming yes
Time frame for MVP? 1 year
Scoped out Problem statement:
Design a food delivery app for restaurant owners for India market within a timeframe of 1 year
Mission of this app:
Helping owners and vendors in smooth coordination of orders and delivering orders on time
Product goal:
Since this is a new product , we will focus on adoption/acquisition in short t"
Rajat A. - "CQs:
Any specific geography? Assuming Indian market
Are we partnering up with some other company for delivery ? Assuming yes
Time frame for MVP? 1 year
Scoped out Problem statement:
Design a food delivery app for restaurant owners for India market within a timeframe of 1 year
Mission of this app:
Helping owners and vendors in smooth coordination of orders and delivering orders on time
Product goal:
Since this is a new product , we will focus on adoption/acquisition in short t"See full answer
"Problem scope:
Can this system detect Bot in real-time online or offline? Both.
Online traffic: 1M DAU.
Latency: 2s.
Offline frequency: daily
Offline data: 2B activity logs.
Data:
How do we know a Bot player (Label)? Human label.
Imbalance data: reweight, resample.
Develop a Bot simulator to generate more data offline for training.
Given lower weight to simulator data than human label.
Features:
Signals from different models online.
Log all the features for offline.
Propose new features: dail"
Jacky Y. - "Problem scope:
Can this system detect Bot in real-time online or offline? Both.
Online traffic: 1M DAU.
Latency: 2s.
Offline frequency: daily
Offline data: 2B activity logs.
Data:
How do we know a Bot player (Label)? Human label.
Imbalance data: reweight, resample.
Develop a Bot simulator to generate more data offline for training.
Given lower weight to simulator data than human label.
Features:
Signals from different models online.
Log all the features for offline.
Propose new features: dail"See full answer
"
To clarify on what we are trying to solve for and get the definition of a distributed scheduler straight . So A Distributed Scheduler refers to a system that can handle job scheduling and execution in a scalable and fault-tolerant manner by distributing the workload across multiple servers or nodes.
we will make some assumptions with the design , as follows:
we will assume 10,000 QPS for job submissions and should be able query for jobs status .
Job execution should have minimal latency"
Scott S. - "
To clarify on what we are trying to solve for and get the definition of a distributed scheduler straight . So A Distributed Scheduler refers to a system that can handle job scheduling and execution in a scalable and fault-tolerant manner by distributing the workload across multiple servers or nodes.
we will make some assumptions with the design , as follows:
we will assume 10,000 QPS for job submissions and should be able query for jobs status .
Job execution should have minimal latency"See full answer
"CQs:
Help? → any sort of help
Customer support?
On App guidance?
Help for creators?developers? → no
Currently it is FAQ based, predefined app guide for the new users, customer support for critical cases
Any specific problem came out in research or want me to brainstorm → brainstorm
Improve what? →
CSAT - lagging metric, should not be only goal
Time spent in on app help → key goal is reduce this
No constraints
Geo - US
Users
E"
Sumit P. - "CQs:
Help? → any sort of help
Customer support?
On App guidance?
Help for creators?developers? → no
Currently it is FAQ based, predefined app guide for the new users, customer support for critical cases
Any specific problem came out in research or want me to brainstorm → brainstorm
Improve what? →
CSAT - lagging metric, should not be only goal
Time spent in on app help → key goal is reduce this
No constraints
Geo - US
Users
E"See full answer
"How I would approach this question:
Understand the goal of the customer service platform:
What is the main business goal of this company and how is the customer service platform serving the company goals?
For this question, I'm assuming the user journey is that customers come to the customer service platform when they run into issues. Thus, ultimately the customer service platform is feeding into the top line business metric of customer retention. Do customers keep"
Kay T. - "How I would approach this question:
Understand the goal of the customer service platform:
What is the main business goal of this company and how is the customer service platform serving the company goals?
For this question, I'm assuming the user journey is that customers come to the customer service platform when they run into issues. Thus, ultimately the customer service platform is feeding into the top line business metric of customer retention. Do customers keep"See full answer
"Interviewer: Design a Meta Product for space travel.
Me: I would first likely ask a few clarifying questions. Can we discuss more about what do we mean by a product for space travel? Is it like a physical product or a software product? Any existing suite of products that we want to integrate this into?
Interviewer: It can be a digital platform – a combination of software and services, integrated in a single ecosystem. It's not a physical product like a spacecraft, but rather a pla"
Ankit M. - "Interviewer: Design a Meta Product for space travel.
Me: I would first likely ask a few clarifying questions. Can we discuss more about what do we mean by a product for space travel? Is it like a physical product or a software product? Any existing suite of products that we want to integrate this into?
Interviewer: It can be a digital platform – a combination of software and services, integrated in a single ecosystem. It's not a physical product like a spacecraft, but rather a pla"See full answer