"With $1 billion to invest in generative AI, my focus would be on addressing unmet needs in everyday life. Here's my vision:
Identify User Pain Points: I would start by understanding the specific challenges a segment of users face daily. Many people are integrating AI into their routines to simplify tasks, yet there are gaps that need to be filled.
Learn from ChatGPT’s Success: ChatGPT's rapid growth to 200 million users demonstrates the demand for AI solutions that genuinely solve"
Aayush S. - "With $1 billion to invest in generative AI, my focus would be on addressing unmet needs in everyday life. Here's my vision:
Identify User Pain Points: I would start by understanding the specific challenges a segment of users face daily. Many people are integrating AI into their routines to simplify tasks, yet there are gaps that need to be filled.
Learn from ChatGPT’s Success: ChatGPT's rapid growth to 200 million users demonstrates the demand for AI solutions that genuinely solve"See full answer
"5 reasons
Gmail search is real time
Gmail search needs to be 100% accurate
Does not have significant caching / hot searches
Less hardware used as user info cant be sprayed across machines
Gmail storage is different, as needs decryption on every"
Mohit G. - "5 reasons
Gmail search is real time
Gmail search needs to be 100% accurate
Does not have significant caching / hot searches
Less hardware used as user info cant be sprayed across machines
Gmail storage is different, as needs decryption on every"See full answer
"Interesting question.
Let's take a step back and focus on the WHAT and WHY of Google Flights.
The narrative for Google Flights as a product or platform imo is:
As a platform, I wish to make flight information available, so that users can make knowledgable decisions based on their travel needs.
So essentially, it helps users by providing information, so that they can make optimized decisions.
In order to determine if Google should introduce ads, we should consider the impact on both val"
Niranjan M. - "Interesting question.
Let's take a step back and focus on the WHAT and WHY of Google Flights.
The narrative for Google Flights as a product or platform imo is:
As a platform, I wish to make flight information available, so that users can make knowledgable decisions based on their travel needs.
So essentially, it helps users by providing information, so that they can make optimized decisions.
In order to determine if Google should introduce ads, we should consider the impact on both val"See full answer
"Google’s Mission:
Organize the world’s information and make it universally accessible.
Google offers perhaps the most consequential set services available on the internet today - Search, Maps, Gmail, Drive, Docs, etc. These services reach billions of users across the world and they are all available for free. Google is able to give away these services for free because of how their business model works.
Google’s Business Model:
Google makes money from Ads. They offer perhaps the most"
Sameer A. - "Google’s Mission:
Organize the world’s information and make it universally accessible.
Google offers perhaps the most consequential set services available on the internet today - Search, Maps, Gmail, Drive, Docs, etc. These services reach billions of users across the world and they are all available for free. Google is able to give away these services for free because of how their business model works.
Google’s Business Model:
Google makes money from Ads. They offer perhaps the most"See full answer
"Clarification: Believe no constraints such as for specific market or for specific device,
No specific goal , can explore what improve means.
Goal: can I assume improve user experience and resolve pain points, and not around monetization
So goal could be to improve engagement and higher customer satisfaction with google news as a product, so basically more usage, and lower churn
So more DAU
Users:
Consumers based on how they consume:
Deep dive into news reports in a specific area of the"
Shiva S. - "Clarification: Believe no constraints such as for specific market or for specific device,
No specific goal , can explore what improve means.
Goal: can I assume improve user experience and resolve pain points, and not around monetization
So goal could be to improve engagement and higher customer satisfaction with google news as a product, so basically more usage, and lower churn
So more DAU
Users:
Consumers based on how they consume:
Deep dive into news reports in a specific area of the"See full answer
"When a question like this is asked what is really being asked is "how do you think about the elements that make up a product and how does each part add value?". I generally try to answer it with a feature that has to do with user interaction. Good answers to this question could include "I would add a button to edit a post, and make it more visible and accessible rather than buried in a menu". Your rationale might be "**because it encourages users to post without fear that they will make"
Sydney S. - "When a question like this is asked what is really being asked is "how do you think about the elements that make up a product and how does each part add value?". I generally try to answer it with a feature that has to do with user interaction. Good answers to this question could include "I would add a button to edit a post, and make it more visible and accessible rather than buried in a menu". Your rationale might be "**because it encourages users to post without fear that they will make"See full answer
"For self achievement, The product manager builds useful products for users and makes the world better.
For the team, The product manager can work with the team, and leverage the team resources to make things happen, which is more impactful.
For the company, Pm are usually problem solvers, help companies to solve problems and grow better
"
Shen W. - "For self achievement, The product manager builds useful products for users and makes the world better.
For the team, The product manager can work with the team, and leverage the team resources to make things happen, which is more impactful.
For the company, Pm are usually problem solvers, help companies to solve problems and grow better
"See full answer
"While interning at Numerix Analytics, I was working on a campaign analysis project where I used customer engagement data to recommend which email subject lines performed best. Based on open rate data from the past two campaigns, I concluded that short, curiosity-based subject lines were outperforming more direct ones. I recommended using that style for the next major campaign. The marketing team followed my recommendation. However, the open and click-through rates for the next campaign dropped s"
Dhruv M. - "While interning at Numerix Analytics, I was working on a campaign analysis project where I used customer engagement data to recommend which email subject lines performed best. Based on open rate data from the past two campaigns, I concluded that short, curiosity-based subject lines were outperforming more direct ones. I recommended using that style for the next major campaign. The marketing team followed my recommendation. However, the open and click-through rates for the next campaign dropped s"See full answer
"Thanks for the question. The way I would like to proceed with this question is firstly, to get more context about the problem by asking some clarifying questions and narrowing the scope. Then, I would like to break the problem into smaller components to understand where exactly our problem lies. Then make a user journey for that particular area and identify the technical and non-technical factors which might affect this change specific to our company/product. Post that, I'll analyse the external"
Nikita G. - "Thanks for the question. The way I would like to proceed with this question is firstly, to get more context about the problem by asking some clarifying questions and narrowing the scope. Then, I would like to break the problem into smaller components to understand where exactly our problem lies. Then make a user journey for that particular area and identify the technical and non-technical factors which might affect this change specific to our company/product. Post that, I'll analyse the external"See full answer
"Clarification Questions :
Do all 10000 persons need Email access, or is 10000 people the colony's size? : Yes, 10000 people will use emails.
As I am a PM for Gmail, I assume we are focusing just on email as a form of communication: Yes.
Are there any requirements on the size of attachments allowable in the emails? : I will leave it up to you.
Understand the user behavior -> Identify key metrics -> Make quantitative estimation -> Understand plans -> Propose network bandwidth.
User b"
Navin T. - "Clarification Questions :
Do all 10000 persons need Email access, or is 10000 people the colony's size? : Yes, 10000 people will use emails.
As I am a PM for Gmail, I assume we are focusing just on email as a form of communication: Yes.
Are there any requirements on the size of attachments allowable in the emails? : I will leave it up to you.
Understand the user behavior -> Identify key metrics -> Make quantitative estimation -> Understand plans -> Propose network bandwidth.
User b"See full answer
"The company culture is very supportive and collaborative. Googlers are encouraged to be creative and innovative, and there is a lot of freedom to explore new ideas.
The work is challenging and rewarding. Googlers have the opportunity to work on cutting-edge projects that have a real impact on the world.
The company is committed to diversity and inclusion. Google is a great place to work for people from all backgrounds and with all different perspectives.
I am confident that I would b"
Praful B. - "The company culture is very supportive and collaborative. Googlers are encouraged to be creative and innovative, and there is a lot of freedom to explore new ideas.
The work is challenging and rewarding. Googlers have the opportunity to work on cutting-edge projects that have a real impact on the world.
The company is committed to diversity and inclusion. Google is a great place to work for people from all backgrounds and with all different perspectives.
I am confident that I would b"See full answer
"Clarifying questions : When we speak about video buffering, are we looking at long video (more than an hour), medium video, short videos and shorts? I will assume its all video types.
Is this was a steady increase or sudden one and over what time period? I will assume sudden one over last week?
Has we experienced any such issues in the past or trends? I will assume no.
Are we experiencing this globaly or for some region? I assume globaly
The KPI we are measuring is Average Video Buffering T"
Aeshvarya J. - "Clarifying questions : When we speak about video buffering, are we looking at long video (more than an hour), medium video, short videos and shorts? I will assume its all video types.
Is this was a steady increase or sudden one and over what time period? I will assume sudden one over last week?
Has we experienced any such issues in the past or trends? I will assume no.
Are we experiencing this globaly or for some region? I assume globaly
The KPI we are measuring is Average Video Buffering T"See full answer
"Clarifying/Assumptions:
Assuming improvement refers to lift in engagement in this case.
Youtube refers to the WWW and mobile platforms.
Key User Segments:
Creators
Influencers/Celebrities
Video bloggers
Regular users
Viewers
Power watchers
Casual watchers
Churned watchers
Selecting the Influencer segment from the above list since it is a smaller volume of users and will have a big impact on viewers. Also, it is easier to understand"
P K. - "Clarifying/Assumptions:
Assuming improvement refers to lift in engagement in this case.
Youtube refers to the WWW and mobile platforms.
Key User Segments:
Creators
Influencers/Celebrities
Video bloggers
Regular users
Viewers
Power watchers
Casual watchers
Churned watchers
Selecting the Influencer segment from the above list since it is a smaller volume of users and will have a big impact on viewers. Also, it is easier to understand"See full answer
"I would assume that this is similar to an intervals question. Meeting Rooms II (https://www.lintcode.com/problem/919/?fromId=203&_from=collection) on Leetcode seems like the closest comparison, it's a premium question so I linked Lintcode.
I'm assuming that we also need to just return the minimum number of cars used. You need to sort for the most optimal solution, so you're constrained by an O(nlogn) time complexity. So any sorting solution could work (using a heap, sorting the array input arra"
Sohum S. - "I would assume that this is similar to an intervals question. Meeting Rooms II (https://www.lintcode.com/problem/919/?fromId=203&_from=collection) on Leetcode seems like the closest comparison, it's a premium question so I linked Lintcode.
I'm assuming that we also need to just return the minimum number of cars used. You need to sort for the most optimal solution, so you're constrained by an O(nlogn) time complexity. So any sorting solution could work (using a heap, sorting the array input arra"See full answer
"Smart shoe:
Q1) Is there any definition in mind/ thought process in terms of what this smart shoe will do?
Interviewer: Its open to assumption
Q2) Any specific user segments?
Interviewer: Its open to assumption
Q3) Any specific geographies?
Interviewer: Its open to assumption
Any specific user pain points?
Interviewer: Its open to assumption
I will structure the answer in following manner -
1) Clearly stating the assumptions
2) User segments
3) Pain points
4) Solutions
5) Key concerns
6) Metr"
Nikita C. - "Smart shoe:
Q1) Is there any definition in mind/ thought process in terms of what this smart shoe will do?
Interviewer: Its open to assumption
Q2) Any specific user segments?
Interviewer: Its open to assumption
Q3) Any specific geographies?
Interviewer: Its open to assumption
Any specific user pain points?
Interviewer: Its open to assumption
I will structure the answer in following manner -
1) Clearly stating the assumptions
2) User segments
3) Pain points
4) Solutions
5) Key concerns
6) Metr"See full answer
"Me: thanks for the question, let me ask a few clarification questions if that's ok. Are those both personal and business users of Gmail?
Interviewer: you can consider only the personal ones.
Me: perfect, by personal ones, you mean the ones with [email protected], right?
Interviewer: yes.
Me: right, thank you. Also, are we considering e-mail users that use the Gmail platform or anyone who has a @gmail.com type of e-mail?
Interviewer: anyone that has a @gmail.com e-mail.
Me: Ok, finally, last"
Talles S. - "Me: thanks for the question, let me ask a few clarification questions if that's ok. Are those both personal and business users of Gmail?
Interviewer: you can consider only the personal ones.
Me: perfect, by personal ones, you mean the ones with [email protected], right?
Interviewer: yes.
Me: right, thank you. Also, are we considering e-mail users that use the Gmail platform or anyone who has a @gmail.com type of e-mail?
Interviewer: anyone that has a @gmail.com e-mail.
Me: Ok, finally, last"See full answer