"I'd first start with confirming my understanding with the interviewer of Spotify's key metric overall. For this exercise, my working assumption of Spotify's north star is time spent listening (TSL, for short), which can be measured daily, weekly, and monthly.
As the PM for Discover Weekly, I want to improve Discover Weekly such that I positively impact TSL. As such, my goal is to increase minutes spent listening to Discover Weekly playlists. The primary metric I will want to track is minutes s"
Michelle D. - "I'd first start with confirming my understanding with the interviewer of Spotify's key metric overall. For this exercise, my working assumption of Spotify's north star is time spent listening (TSL, for short), which can be measured daily, weekly, and monthly.
As the PM for Discover Weekly, I want to improve Discover Weekly such that I positively impact TSL. As such, my goal is to increase minutes spent listening to Discover Weekly playlists. The primary metric I will want to track is minutes s"See full answer
"Being a team player is very important to a small to medium team where each individual play a role to set the culture of collaboration for the team. I will definitely be coaching my report to improve on becoming a team player and trying to influence to understand why it is utterly important for her/his individual growth and success. A ship can not be built by only two hands and any disconnect within the team can prove to be costly."
Sathi C. - "Being a team player is very important to a small to medium team where each individual play a role to set the culture of collaboration for the team. I will definitely be coaching my report to improve on becoming a team player and trying to influence to understand why it is utterly important for her/his individual growth and success. A ship can not be built by only two hands and any disconnect within the team can prove to be costly."See full answer
"WHAT IS IMPORTANT TO CUSTOMER
VALUE TO THE CUSTOMER
IMPACT ON THE CUSTOMER
PRIORITIZE BASED ON THAT
the sales team wants Specific changes to customer - Value NPV etc
Client services want automation - Customer priority
"
Anonymous Mastodon - "WHAT IS IMPORTANT TO CUSTOMER
VALUE TO THE CUSTOMER
IMPACT ON THE CUSTOMER
PRIORITIZE BASED ON THAT
the sales team wants Specific changes to customer - Value NPV etc
Client services want automation - Customer priority
"See full answer
"Q: How do we know that they spend too much time in the app?
A: User research/Qualitative survey
goal: decrease dissatisfaction that they spend too much time in IG
Persona's, lets segment based on usage:
New users: just signed up and getting the hang of it
lurkers: don't post or engage, just follow
contributors: post occasionally (stories + posts)
super users/micro influencers: post daily, engage with commenters, spend a lot of time in discover tab
IG mission statement is to capture and s"
Anonymous Hummingbird - "Q: How do we know that they spend too much time in the app?
A: User research/Qualitative survey
goal: decrease dissatisfaction that they spend too much time in IG
Persona's, lets segment based on usage:
New users: just signed up and getting the hang of it
lurkers: don't post or engage, just follow
contributors: post occasionally (stories + posts)
super users/micro influencers: post daily, engage with commenters, spend a lot of time in discover tab
IG mission statement is to capture and s"See full answer
"I responded with a project that I was a part of during my capstone class. I described how I used HTML, Python, and PostGRESQL in conjunction to create a functioning website using SCRUM."
Kanishkan V. - "I responded with a project that I was a part of during my capstone class. I described how I used HTML, Python, and PostGRESQL in conjunction to create a functioning website using SCRUM."See full answer
"MTBF is Mean time between failures. This is measured to figure out how reliable a system is by what is the gap between 2 failures. (Total time elapsed- Down time)/No of failures"
Kavya C. - "MTBF is Mean time between failures. This is measured to figure out how reliable a system is by what is the gap between 2 failures. (Total time elapsed- Down time)/No of failures"See full answer
"Clarfying questions :
When we say a decrease in users adding the bank accounts. I would like to understand how the users making payments within Venmo I assume they are either using their credit cards/debit cards?
I would like to understand why the Adding of Bank Accounts is integral to Venmo since the users are using the debit card and Credit Cards.
My understanding is when the payments happen through debit cards rails Venmo pays higher interchange fees and to Reduces any losses incurred"
Dev S. - "Clarfying questions :
When we say a decrease in users adding the bank accounts. I would like to understand how the users making payments within Venmo I assume they are either using their credit cards/debit cards?
I would like to understand why the Adding of Bank Accounts is integral to Venmo since the users are using the debit card and Credit Cards.
My understanding is when the payments happen through debit cards rails Venmo pays higher interchange fees and to Reduces any losses incurred"See full answer
"Awesome thanks for your question. Can I take a few seconds to write down some thoughts? - Sure
Okay I’m ready. So the way I’ll work through this problem is that first I’ll ask some clarifying questions, then I’ll dig into the why, starting with Facebook’s mission and competition and try to end up with a why for this product to exist. Then we will talk about users and will pick a user to focus on. We will then figure out which need to solve for the user given the product's why and the context we"
Jimmy K. - "Awesome thanks for your question. Can I take a few seconds to write down some thoughts? - Sure
Okay I’m ready. So the way I’ll work through this problem is that first I’ll ask some clarifying questions, then I’ll dig into the why, starting with Facebook’s mission and competition and try to end up with a why for this product to exist. Then we will talk about users and will pick a user to focus on. We will then figure out which need to solve for the user given the product's why and the context we"See full answer
"Scoped out problem constraints - how much data to download, how many computers, and how much time, how you can be detected (decentralized load).
Designed a web crawler."
Faraz A. - "Scoped out problem constraints - how much data to download, how many computers, and how much time, how you can be detected (decentralized load).
Designed a web crawler."See full answer
"Me: First let's clarify the user journey of the Facebook dating app
Interviewer:
Me: Do we know how success is defined in this context?
Interviewer: Please figure that out yourself
Me: Ok let's first discuss the mission of Facebook and how Facebook dating app is part of that. Then lets brainstorm what the goals would be for Facebook Dating. That help us determine the user behavior and metrics we can create. Finally let's fi"
kkkt - "Me: First let's clarify the user journey of the Facebook dating app
Interviewer:
Me: Do we know how success is defined in this context?
Interviewer: Please figure that out yourself
Me: Ok let's first discuss the mission of Facebook and how Facebook dating app is part of that. Then lets brainstorm what the goals would be for Facebook Dating. That help us determine the user behavior and metrics we can create. Finally let's fi"See full answer
"Several reasons why eCommerce will capture a trillion$ market in the next 10 years.
User consumption habits have changed and the pandemic has only accelerated user behavior to order online from the convenience of buying from home.
The supply chain is becoming better with partnerships and digital products are making shipping and deliveries much more convenient.
Many companies investing in automated shipping vehicles eg Drone deliveries and in near future we might see automated driving v"
Anjali M. - "Several reasons why eCommerce will capture a trillion$ market in the next 10 years.
User consumption habits have changed and the pandemic has only accelerated user behavior to order online from the convenience of buying from home.
The supply chain is becoming better with partnerships and digital products are making shipping and deliveries much more convenient.
Many companies investing in automated shipping vehicles eg Drone deliveries and in near future we might see automated driving v"See full answer
"Union−Find
-We illustrate our basic approach to developing and analyzing algorithms by considering the dynamic connectivity problem. We introduce the union−find data type and consider several implementations (quick find, quick union, weighted quick union, and weighted quick union with path compression). Finally, we apply the union−find data type to the percolation problem from physical chemistry.
Analysis of Algorithms
-The basis of our approach for analyzing the performance of algorithms is th"
Katie - "Union−Find
-We illustrate our basic approach to developing and analyzing algorithms by considering the dynamic connectivity problem. We introduce the union−find data type and consider several implementations (quick find, quick union, weighted quick union, and weighted quick union with path compression). Finally, we apply the union−find data type to the percolation problem from physical chemistry.
Analysis of Algorithms
-The basis of our approach for analyzing the performance of algorithms is th"See full answer
"I would first call out the two types of Google Doodles that are published. First would be the static doodle which just shows a picture, and users can get more information on it by hovering on it or clicking on it. Second would be the dynamic google doodles which are either short videos or games through which users engage a bit more.
My top 3 metrics that covers both would be:
Click-through rate and post-click CTR - Although different metrics, I clubbed them since they fall under similar"
Rahul R. - "I would first call out the two types of Google Doodles that are published. First would be the static doodle which just shows a picture, and users can get more information on it by hovering on it or clicking on it. Second would be the dynamic google doodles which are either short videos or games through which users engage a bit more.
My top 3 metrics that covers both would be:
Click-through rate and post-click CTR - Although different metrics, I clubbed them since they fall under similar"See full answer
"👇 Your feedback is very much appreciated 👇
Defining metrics:
Activation
Mobile downloads
New user registration
Retention and Engagement
Nb messages sent
Average nb of contacts per user
Nb groups
Monetization
CAC
LTV
ARPU
MRR
Prioritizing:
What matters most for WhatsApp right now is Engagement. I would therefore prioritize these three:
Nb messages sent
Average nb of contacts per user
Nb groups"
Julien C. - "👇 Your feedback is very much appreciated 👇
Defining metrics:
Activation
Mobile downloads
New user registration
Retention and Engagement
Nb messages sent
Average nb of contacts per user
Nb groups
Monetization
CAC
LTV
ARPU
MRR
Prioritizing:
What matters most for WhatsApp right now is Engagement. I would therefore prioritize these three:
Nb messages sent
Average nb of contacts per user
Nb groups"See full answer
"I faced a problem about components re-rendering's and unnecessary requests API's which was causing performance complications in my applicactions. I had a structure that create, edit and delete task, so GET, POST, PUT and DELETE API's methods request was necessary and bring that to compliance without compromissing the performance is hard. I started involving componentes and async functions into the useMemo's and useEffect's to have more control, another improvement was take be careful with global"
Rolemberg J. - "I faced a problem about components re-rendering's and unnecessary requests API's which was causing performance complications in my applicactions. I had a structure that create, edit and delete task, so GET, POST, PUT and DELETE API's methods request was necessary and bring that to compliance without compromissing the performance is hard. I started involving componentes and async functions into the useMemo's and useEffect's to have more control, another improvement was take be careful with global"See full answer
"The Doordash post-order experience is the part of the service that happens after the user has placed an order and is waiting for the delivery. This experience can be improved by providing more information, communication, and convenience to the user. Here are some possible ways to do this:
Provide real-time tracking and updates: Users want to know the status and location of their order, as well as the estimated time of arrival. By providing real-time tracking and updates, users can feel mor"
Anonymous Dove - "The Doordash post-order experience is the part of the service that happens after the user has placed an order and is waiting for the delivery. This experience can be improved by providing more information, communication, and convenience to the user. Here are some possible ways to do this:
Provide real-time tracking and updates: Users want to know the status and location of their order, as well as the estimated time of arrival. By providing real-time tracking and updates, users can feel mor"See full answer
"Clarifying questions:
What do we mean by a video conferencing app? Zoom or Messenger? A: More like Zoom
Is the app for B2B users or C2C users? A: Dealer's choice
What stage is this app at? Early-stage or has been in the market for a while? A: Current Player
This question will help decide if you will focus on Adoption or Engagement and retention...
Is there a specific market or user group we need to focus on? A: Dealer's choice
Is it a paid or free service? A: Both
The structure"
Ammro H. - "Clarifying questions:
What do we mean by a video conferencing app? Zoom or Messenger? A: More like Zoom
Is the app for B2B users or C2C users? A: Dealer's choice
What stage is this app at? Early-stage or has been in the market for a while? A: Current Player
This question will help decide if you will focus on Adoption or Engagement and retention...
Is there a specific market or user group we need to focus on? A: Dealer's choice
Is it a paid or free service? A: Both
The structure"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