"Clarify:
Feature for group messages and not individual messages
The feature will be primarily used for Whatsapp and not other Meta products - Instagram, FB
We are looking to improve engagement with this feature
User:
Pro users
Users with moderate usage
Users with no/little usage
Prioritize - Users with no/little usage - as this user base could be greatly impacted
Pain points:
Too many messages are sent to the group and important messages are lost.
Multiple message popp"
Sahil A. - "Clarify:
Feature for group messages and not individual messages
The feature will be primarily used for Whatsapp and not other Meta products - Instagram, FB
We are looking to improve engagement with this feature
User:
Pro users
Users with moderate usage
Users with no/little usage
Prioritize - Users with no/little usage - as this user base could be greatly impacted
Pain points:
Too many messages are sent to the group and important messages are lost.
Multiple message popp"See full answer
"
Honestly, the first question should be can you please explain the question in detail. Below is my breakdown of this question
What kind of furniture market? Online or store-based?
Will Google produce the furniture or will it be an aggregator?
Once understood let us ask more clarifying questions
Why does Google wanna get into this space? Is it to increase revenue or engagement?
Is there a region that Google is thinking of starting in?
I**s there a problem to be solved? What is the motivation"
Ekta M. - "
Honestly, the first question should be can you please explain the question in detail. Below is my breakdown of this question
What kind of furniture market? Online or store-based?
Will Google produce the furniture or will it be an aggregator?
Once understood let us ask more clarifying questions
Why does Google wanna get into this space? Is it to increase revenue or engagement?
Is there a region that Google is thinking of starting in?
I**s there a problem to be solved? What is the motivation"See full answer
"Artificial intelligence (AI) and machine learning. The increasing ability of machines to learn and act intelligently will absolutely transform our world. It is also the driving force behind many of the other trends on this list.
The Internet of Things (IoT). This refers to the ever-growing number of “smart” devices and objects that are connected to the internet. Such devices are constantly gathering and transmitting data, further fueling the growth in Big Data and AI.
**Blockchains and"
Ashish B. - "Artificial intelligence (AI) and machine learning. The increasing ability of machines to learn and act intelligently will absolutely transform our world. It is also the driving force behind many of the other trends on this list.
The Internet of Things (IoT). This refers to the ever-growing number of “smart” devices and objects that are connected to the internet. Such devices are constantly gathering and transmitting data, further fueling the growth in Big Data and AI.
**Blockchains and"See full answer
"Function signature for reference:
def calculate(servers: List[int], k: int) -> int:
...
To resolve this, you can use binary search considering left=0 and right=max(servers) * k
so
Example:
servers=[1,4,5] First server handle 1 request in let's say 1 second, second 4 seconds and last 5 seconds.
k=10
So I want to know the minimal time to process 10 requests
Get the mid for timeline
mid = (left+right)//2 -> mid is 25
Check how many we could process
25//1 = 25 25//4=6 25//5=5 so 25 + 6 +"
Babaa - "Function signature for reference:
def calculate(servers: List[int], k: int) -> int:
...
To resolve this, you can use binary search considering left=0 and right=max(servers) * k
so
Example:
servers=[1,4,5] First server handle 1 request in let's say 1 second, second 4 seconds and last 5 seconds.
k=10
So I want to know the minimal time to process 10 requests
Get the mid for timeline
mid = (left+right)//2 -> mid is 25
Check how many we could process
25//1 = 25 25//4=6 25//5=5 so 25 + 6 +"See full answer
"To answer this question I am going to first clarify the product offering and what ti does, talk about the goals for IG reels for Facebook, go through user actions and then come up with some key metrics to measure success of the product based on the goals.
Product Overview
IG reel allows creators to build short-form video with a bunch of different editing features and post that to their followers or to the broader IG network. It allows regular IG users to create their own content and build"
stash - "To answer this question I am going to first clarify the product offering and what ti does, talk about the goals for IG reels for Facebook, go through user actions and then come up with some key metrics to measure success of the product based on the goals.
Product Overview
IG reel allows creators to build short-form video with a bunch of different editing features and post that to their followers or to the broader IG network. It allows regular IG users to create their own content and build"See full answer
Product Manager
Analytical
+1 more
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarify:
I have some clarifying questions I would like to get answered
Is this a podcast app that uses Netflix actors/actresses/producers/etc?
Is this available to everyone or just Netflix subscribers?
How is this product presented? Is it apart of the Netflix app or its own separate app?
Goals:
First thing first is to understand Netflix. Netflix is a streaming platform that differentiates itself by being the first platform that creates its own original content. It is facing massi"
Rasheek N. - "Clarify:
I have some clarifying questions I would like to get answered
Is this a podcast app that uses Netflix actors/actresses/producers/etc?
Is this available to everyone or just Netflix subscribers?
How is this product presented? Is it apart of the Netflix app or its own separate app?
Goals:
First thing first is to understand Netflix. Netflix is a streaming platform that differentiates itself by being the first platform that creates its own original content. It is facing massi"See full answer
"Clarifying question:
When you say users, what specific metric are we talking about? Answer: we want to increase # of daily active users. Assume active users are logged in users.
Is there a region that we have in mind for this increase? Assume no, we want to think about globally
Is there a specific device (mobile vs desktop) ? Assume no
Approach: I want to first think about Youtube, its mission and current business at a high level. . Then I want to think about the current ecos"
Yespm T. - "Clarifying question:
When you say users, what specific metric are we talking about? Answer: we want to increase # of daily active users. Assume active users are logged in users.
Is there a region that we have in mind for this increase? Assume no, we want to think about globally
Is there a specific device (mobile vs desktop) ? Assume no
Approach: I want to first think about Youtube, its mission and current business at a high level. . Then I want to think about the current ecos"See full answer
"Looking into licensing data for users to match with the validity of their plans , to set up reporting okr's and metrics from the ground up and future problem sculpting for future feature additions
I developed the metrics from the existing data tables , with uniform interpretation for datasets used across teams, keeping the modifications done in alignment with the requirements of the stakeholders.
Hypotheses for licensing metrics was laid out in a defined manner where it was feasible to cherry"
Aishwarya J. - "Looking into licensing data for users to match with the validity of their plans , to set up reporting okr's and metrics from the ground up and future problem sculpting for future feature additions
I developed the metrics from the existing data tables , with uniform interpretation for datasets used across teams, keeping the modifications done in alignment with the requirements of the stakeholders.
Hypotheses for licensing metrics was laid out in a defined manner where it was feasible to cherry"See full answer
"Lyft at its core is a marketplace with drivers and cars on the supply side, and passengers on the demand side. I would begin by dividing the goal of the dashboard into two categories :
Health of the marketplace
Health of the app/ reliability from a technical perspective
The second one is more straightforward so I’ll briefly mention some overarching metrics I would look at and come back to it later if time allows.
Health or reliability of the app can be further divided into the following
-"
Sukriti C. - "Lyft at its core is a marketplace with drivers and cars on the supply side, and passengers on the demand side. I would begin by dividing the goal of the dashboard into two categories :
Health of the marketplace
Health of the app/ reliability from a technical perspective
The second one is more straightforward so I’ll briefly mention some overarching metrics I would look at and come back to it later if time allows.
Health or reliability of the app can be further divided into the following
-"See full answer
"Scenario - I had joined a product in my current company as a PM midway through its development. It is a very sensitive product with a major public services company.
As the product was close to its go-live date, it had to go through many checks and many signoffs. A couple of them were through data policy department and the platform department, of which we were using all of the components for our product.
We needed policy sign off to authorise the use of data to understand user interactions and"
Umang S. - "Scenario - I had joined a product in my current company as a PM midway through its development. It is a very sensitive product with a major public services company.
As the product was close to its go-live date, it had to go through many checks and many signoffs. A couple of them were through data policy department and the platform department, of which we were using all of the components for our product.
We needed policy sign off to authorise the use of data to understand user interactions and"See full answer
"Step 1: Clarifying the Problem Scope
Assumptions and basic system requirements:
Cashless payments: The machine supports cashless payment methods like credit cards, mobile wallets, or NFC-based payments (e.g., Apple Pay, Google Pay).
Multiple candy options: The machine offers different types of candy.
Inventory management: The system tracks the stock of candy in real-time.
User interface: A display screen for users to select the type of candy, make payments, an"
Ramendra S. - "Step 1: Clarifying the Problem Scope
Assumptions and basic system requirements:
Cashless payments: The machine supports cashless payment methods like credit cards, mobile wallets, or NFC-based payments (e.g., Apple Pay, Google Pay).
Multiple candy options: The machine offers different types of candy.
Inventory management: The system tracks the stock of candy in real-time.
User interface: A display screen for users to select the type of candy, make payments, an"See full answer
"Clarifying questions:
Are there any specific constraints that you want me to take in to account when thinking through this problem : [Interviewer] No
Can i think through this in freeform or is there a specific goal we are trying to achieve : [Interviewer] I will let you decide the goal
Strategic Analysis:
Spotifyies mission is to - "Unlock the potential of human creativity – by giving a million creative artists the opportunity to live off their art and billions of fans the o"
Kunal S. - "Clarifying questions:
Are there any specific constraints that you want me to take in to account when thinking through this problem : [Interviewer] No
Can i think through this in freeform or is there a specific goal we are trying to achieve : [Interviewer] I will let you decide the goal
Strategic Analysis:
Spotifyies mission is to - "Unlock the potential of human creativity – by giving a million creative artists the opportunity to live off their art and billions of fans the o"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
"Clarifying questions
To confirm, stories are available for 24 hrs
What is the target increase for stories?
Will we be applying this change globally vs. only in the close friends story view?
Do we have any particular OKRs that we are trying to achieve?
Mission
Facebook is focused on creating and connecting communities. Instagram fits within FB's portfolio of products as it connects individuals often through a more creative and light-hearted medium"
I C. - "Clarifying questions
To confirm, stories are available for 24 hrs
What is the target increase for stories?
Will we be applying this change globally vs. only in the close friends story view?
Do we have any particular OKRs that we are trying to achieve?
Mission
Facebook is focused on creating and connecting communities. Instagram fits within FB's portfolio of products as it connects individuals often through a more creative and light-hearted medium"See full answer
"Clarification Questions
What does it mean by Next Gen Elevator? → Next Gen Elevator means Elevator using new technologies.
Where is this Elevator situated? → Skyscrapers, Commercial Buildings, Residential Buildings or Elevators to Space? Assuming it’s Commercial Buildings.
What is the Goal of Making Next Gen Elevators? Is it improving Safety? User Experience? Assuming it’s User Experience
_Goal: To design an elevator using emerging technologies to improve user experience in a C"
Anonymous Muskox - "Clarification Questions
What does it mean by Next Gen Elevator? → Next Gen Elevator means Elevator using new technologies.
Where is this Elevator situated? → Skyscrapers, Commercial Buildings, Residential Buildings or Elevators to Space? Assuming it’s Commercial Buildings.
What is the Goal of Making Next Gen Elevators? Is it improving Safety? User Experience? Assuming it’s User Experience
_Goal: To design an elevator using emerging technologies to improve user experience in a C"See full answer
"Clarification
I would first try to understand what FB Marketplace is since I haven't really used it more than a few times.
My understanding is the following
Launched 2-3 years ago in the US, it is similar to web classified services such as Craigslist
The sellers are not businesses but rather individuals, primarily in local areas
Broad range of products with no particular focus: ranging from electronics, furniture, used cars to even apartment for rent. Sometimes posters are willin"
Patrick B. - "Clarification
I would first try to understand what FB Marketplace is since I haven't really used it more than a few times.
My understanding is the following
Launched 2-3 years ago in the US, it is similar to web classified services such as Craigslist
The sellers are not businesses but rather individuals, primarily in local areas
Broad range of products with no particular focus: ranging from electronics, furniture, used cars to even apartment for rent. Sometimes posters are willin"See full answer
"100 people per floor x 100 floors = 10,000 people. Uses of the elevator per day per person: 4, so 40,000 rides per day. Average length of a ride = 50 floors, assuming each ride is to the lobby. Target time per ride: 1 minute. Assuming 80% of traffic occurs during four rush hours, then 32,000 rides must happen in that time, so 133 per minute. Assuming six people per ride then you get 22 elevators required to operate during peak times.
I reality you have to treat this as a Poisson arrival process"
Marcos P. - "100 people per floor x 100 floors = 10,000 people. Uses of the elevator per day per person: 4, so 40,000 rides per day. Average length of a ride = 50 floors, assuming each ride is to the lobby. Target time per ride: 1 minute. Assuming 80% of traffic occurs during four rush hours, then 32,000 rides must happen in that time, so 133 per minute. Assuming six people per ride then you get 22 elevators required to operate during peak times.
I reality you have to treat this as a Poisson arrival process"See full answer
"average price per transaction would drop because we might not be considering currency exchange rates, which is much lower in India and Southeast Asia, when aggregating data globally.
to define success, i'll first segment the data, separating existing markets to newer ones to check if that is the cause of the dropping average price. then i'll select a north star metric, which would be the number of completed transactions vs. attempted. i'll also track supporting metrics like usage frequency and"
Sam E. - "average price per transaction would drop because we might not be considering currency exchange rates, which is much lower in India and Southeast Asia, when aggregating data globally.
to define success, i'll first segment the data, separating existing markets to newer ones to check if that is the cause of the dropping average price. then i'll select a north star metric, which would be the number of completed transactions vs. attempted. i'll also track supporting metrics like usage frequency and"See full answer