"Make it easier for creators to create content by introducing easier to use tools such as : video editor, filters, audio/video mixing using different layover speeds. This would encourage new creators to jump onto the spotlight bandwagon.
Make it easier for consumers of spotlight content to search relevant content that they would find entertaining and keep coming back for. Build recommendation algorithms that suggests content that users are likely to enjoy based on their view /engagement his"
Ozark - "Make it easier for creators to create content by introducing easier to use tools such as : video editor, filters, audio/video mixing using different layover speeds. This would encourage new creators to jump onto the spotlight bandwagon.
Make it easier for consumers of spotlight content to search relevant content that they would find entertaining and keep coming back for. Build recommendation algorithms that suggests content that users are likely to enjoy based on their view /engagement his"See full answer
"Figured out the blockers
Defined objective and goals to acheive
Checked other app who have same flow
What is the intention that company with which company wants to drive user as they mentioned it has to be order creation, order placement, successful payment, choose delivery and installation.
Figured out the flow that user would want to have after each step.
Aligned 4&5 and designed wireframes with the help of diagram.io tool which is purely free to use."
Shraddha P. - "Figured out the blockers
Defined objective and goals to acheive
Checked other app who have same flow
What is the intention that company with which company wants to drive user as they mentioned it has to be order creation, order placement, successful payment, choose delivery and installation.
Figured out the flow that user would want to have after each step.
Aligned 4&5 and designed wireframes with the help of diagram.io tool which is purely free to use."See full answer
"This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"
Exponent - "This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"See full answer
Product Manager
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"This is a Favorite Product question with a slight twist. We have a constraint: picking a subscription-based product. This should be relatively easy since most of us are subscribed to at least one of these services. Let's go over the Favorite Product formula before we begin:
Choose a product and briefly explain what it is
Who are the users?
What are their pain points?
How did competitors solve it in the past?
**How does this product address these pain points dif"
Exponent - "This is a Favorite Product question with a slight twist. We have a constraint: picking a subscription-based product. This should be relatively easy since most of us are subscribed to at least one of these services. Let's go over the Favorite Product formula before we begin:
Choose a product and briefly explain what it is
Who are the users?
What are their pain points?
How did competitors solve it in the past?
**How does this product address these pain points dif"See full answer
"For RAG systems, You need to evaluate the retrieval and generation. Typically, you have golden truth question and answers as evaluation data set.
For retrieval, check if the retrieved contexts are relevant for the question
For generation evaluation, You check the semantic similarity between the golden truth and RAG generated answer.
Apart from this, you can evaluate the output using frameworks like RAGAS where the answers generated are evaluated based on completeness, faithfulness, to"
S R. - "For RAG systems, You need to evaluate the retrieval and generation. Typically, you have golden truth question and answers as evaluation data set.
For retrieval, check if the retrieved contexts are relevant for the question
For generation evaluation, You check the semantic similarity between the golden truth and RAG generated answer.
Apart from this, you can evaluate the output using frameworks like RAGAS where the answers generated are evaluated based on completeness, faithfulness, to"See full answer
"What‘s the goal of increasing Spotify’s premium subscribers? - To monetize and get more premium subscribers
Users: Target users could potentially fall in 3 categories
1) Users who are interested in paying a premium price for great curated playlists
2) Users who are interested in listening to music but not willing to pay a price
Targeting #1
Pain points:
1) As a user I wouldn’t want to subscribe to something w/o being listening to the playlists
2) If I do subscribe I would like to receiv"
Anuradha T. - "What‘s the goal of increasing Spotify’s premium subscribers? - To monetize and get more premium subscribers
Users: Target users could potentially fall in 3 categories
1) Users who are interested in paying a premium price for great curated playlists
2) Users who are interested in listening to music but not willing to pay a price
Targeting #1
Pain points:
1) As a user I wouldn’t want to subscribe to something w/o being listening to the playlists
2) If I do subscribe I would like to receiv"See full answer
"Here's how I'd approach investing that $10 million over the next year and a half.
The biggest chunk about $4 million would go straight into our core infrastructure because that's what everything else depends on. We're seeing massive demand for real-time payments, so I'd put $2.5 million into building instant settlement capabilities and integrating with FedNow and RTP rails. The remaining $1.5 million would beef up our platform scalability because we're hitting capacity limits during peak times,"
Rajeev K. - "Here's how I'd approach investing that $10 million over the next year and a half.
The biggest chunk about $4 million would go straight into our core infrastructure because that's what everything else depends on. We're seeing massive demand for real-time payments, so I'd put $2.5 million into building instant settlement capabilities and integrating with FedNow and RTP rails. The remaining $1.5 million would beef up our platform scalability because we're hitting capacity limits during peak times,"See full answer
"I have not been at SFO airport but if it would have been a similar busy airport like Mumbai Airport I would use the following approach.
Re-iterating the question: We are interested in improving the experience for users who drop their cars in airport parking. The experience in question starts from the moment they enter the parking area till the time they board the plane.
Core metrics that define the experience for users:
Time taken to board the flight from the time I reached at the parking z"
Anubhav A. - "I have not been at SFO airport but if it would have been a similar busy airport like Mumbai Airport I would use the following approach.
Re-iterating the question: We are interested in improving the experience for users who drop their cars in airport parking. The experience in question starts from the moment they enter the parking area till the time they board the plane.
Core metrics that define the experience for users:
Time taken to board the flight from the time I reached at the parking z"See full answer
"This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"
Exponent - "This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"See full answer
"Clarification Questions
Who are we? An independent startup trying to enter
Why do we want to do this
Constraints
What kind of app do we have in mind, a library kind of app with subscriptions to a book
Goal
Help users read more by giving them a subscription model for a hard copy of book
User acquisition
Users
Demographics - Kids, Teenagers, Young Adults, Old Adults, Oldies
Profession - Working professionals, Stay at Home
Reading - no, medium, avid
Journey
Get to know of a book -> Bu"
Namrata L. - "Clarification Questions
Who are we? An independent startup trying to enter
Why do we want to do this
Constraints
What kind of app do we have in mind, a library kind of app with subscriptions to a book
Goal
Help users read more by giving them a subscription model for a hard copy of book
User acquisition
Users
Demographics - Kids, Teenagers, Young Adults, Old Adults, Oldies
Profession - Working professionals, Stay at Home
Reading - no, medium, avid
Journey
Get to know of a book -> Bu"See full answer
"Asked clarifying questions about any constraints. Defined how the product with functions. Created a price for the product.
Defined the user segments and why they might use this product. Prioritized one user persona.
Listed down the user's needs and based on that started with the features of the time machine.
I couldn't go further because of time constraints."
Sukarma P. - "Asked clarifying questions about any constraints. Defined how the product with functions. Created a price for the product.
Defined the user segments and why they might use this product. Prioritized one user persona.
Listed down the user's needs and based on that started with the features of the time machine.
I couldn't go further because of time constraints."See full answer
"This is one of the core behavioral questions that you should expect to cover in any interview. In particular, it asks you to justify why you want to work at a specific company that you've applied for. There's no right answer for this, however we do recommend you list at least three distinct reasons.
Here's an example of what you might say:
> That's a great question. There are three main reasons why I want to work at Twitch:Building a product I use
> Working in marketplaces
> Mentorship
> I'll go"
Exponent - "This is one of the core behavioral questions that you should expect to cover in any interview. In particular, it asks you to justify why you want to work at a specific company that you've applied for. There's no right answer for this, however we do recommend you list at least three distinct reasons.
Here's an example of what you might say:
> That's a great question. There are three main reasons why I want to work at Twitch:Building a product I use
> Working in marketplaces
> Mentorship
> I'll go"See full answer
"This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"
Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"See full answer
"Goal:
Maps should reflect reality of places especially with places like hospitals
Ecosystem :
Maps User Usecases:
Daily Commute
Explore places
Critical situations like emergency - hospital visits, work emergencies, family
Businesses using Google Business Profile:
Medical & Health
Hospitals
Clinics
Gyms
Restaurants
Salons
Mom & Pop stores, SMB - Retail
Enterprises
These can be online, physical or both
Local guides
Downstream usecases for other google products:
Google Search
Google Gemini
"
Pooja G. - "Goal:
Maps should reflect reality of places especially with places like hospitals
Ecosystem :
Maps User Usecases:
Daily Commute
Explore places
Critical situations like emergency - hospital visits, work emergencies, family
Businesses using Google Business Profile:
Medical & Health
Hospitals
Clinics
Gyms
Restaurants
Salons
Mom & Pop stores, SMB - Retail
Enterprises
These can be online, physical or both
Local guides
Downstream usecases for other google products:
Google Search
Google Gemini
"See full answer