"Did a quick 30 min writeup on this and I'm submitting before I review/edit.
Success metrics for Spotify Podcasts
Clarify
Focus is on Spotify Podcasts, which are audio content posted by Spotify Content creators
Spotify Podcasts exists across all devices
Spotify as a company is at a mature state and is looking to enhance retention and revenue (monetization)
Spotify makes money through ads, Spotify Podcasts too - Assuming that Spotify Podcasts has some sort of ad product where adv"
Bryan K. - "Did a quick 30 min writeup on this and I'm submitting before I review/edit.
Success metrics for Spotify Podcasts
Clarify
Focus is on Spotify Podcasts, which are audio content posted by Spotify Content creators
Spotify Podcasts exists across all devices
Spotify as a company is at a mature state and is looking to enhance retention and revenue (monetization)
Spotify makes money through ads, Spotify Podcasts too - Assuming that Spotify Podcasts has some sort of ad product where adv"See full answer
"
why do we want to improve the DMV? we’re a startup and we want to improve the experience at the DMV
what is the DMV? my assumption is that this is for the US only, and is the department of motor vehicles. and this is where folks go to get IDs, register their cars, etc. is that correct or am I missing anything about what the DMV is?
is there a timeframe to launch?
are there any other constraints that I should be aware of?
context:
what is the DMV - the DMV is a something of a"
Elle Z. - "
why do we want to improve the DMV? we’re a startup and we want to improve the experience at the DMV
what is the DMV? my assumption is that this is for the US only, and is the department of motor vehicles. and this is where folks go to get IDs, register their cars, etc. is that correct or am I missing anything about what the DMV is?
is there a timeframe to launch?
are there any other constraints that I should be aware of?
context:
what is the DMV - the DMV is a something of a"See full answer
"Started by asking clarification questions regarding design constraints and desired features.
Break down the into re-usable components - HeroImg and Carousel (with 3 images rendered)
Code the components and managed the state for both in the parent component."
Akshay J. - "Started by asking clarification questions regarding design constraints and desired features.
Break down the into re-usable components - HeroImg and Carousel (with 3 images rendered)
Code the components and managed the state for both in the parent component."See full answer
"It would have been more interesting to focus on the system design rather than the Trie DS, Interviewee could have just mentioned the Trie and passed to things more important.
Interviewee should have focused on the factors on which he wants to scale the API servers, popularity of the query parts ? region may be ? A hash of many factors ?
Caches should have definitely be discussed, Cache eviction policies, Cache invalidation managements...
Interviewee should have mentioned which kind of API pro"
Aymen D. - "It would have been more interesting to focus on the system design rather than the Trie DS, Interviewee could have just mentioned the Trie and passed to things more important.
Interviewee should have focused on the factors on which he wants to scale the API servers, popularity of the query parts ? region may be ? A hash of many factors ?
Caches should have definitely be discussed, Cache eviction policies, Cache invalidation managements...
Interviewee should have mentioned which kind of API pro"See full answer
"We will not always have all the required data to make a decision quickly. We need to work with ambiguity effectively by tying up the available facts with intuition."
Sankar S. - "We will not always have all the required data to make a decision quickly. We need to work with ambiguity effectively by tying up the available facts with intuition."See full answer
Software Engineer
Behavioral
+1 more
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"Super helpful video on metrics and experimentation design!
However, I did not see any discussion on the actual algorithm improvement ideas. So it left me with these questions:
1) How would you actually improve the algorithm? (e.g. sorting based on amenities preferences, miles from airport, etc.). Of course, totally makes sense that we would test how that improvement moved our chosen success metrics.
2) Should we be choosing one metric or one set of metrics we want to optimize for when we impro"
Anonymous Crab - "Super helpful video on metrics and experimentation design!
However, I did not see any discussion on the actual algorithm improvement ideas. So it left me with these questions:
1) How would you actually improve the algorithm? (e.g. sorting based on amenities preferences, miles from airport, etc.). Of course, totally makes sense that we would test how that improvement moved our chosen success metrics.
2) Should we be choosing one metric or one set of metrics we want to optimize for when we impro"See full answer
"Imagine you're a PM for Mastercard. Design a product for restaurants to help them transition to a purchase order (PO) system that reduces their labor costs
Mission & Vision :
Mastercard is a payment processing fintech company, it has different payment service & products ex credit/debit cards etc. Mastercard vision and mission to to connect the world financially making payment process seamless across different industries.
Clarifying questions :
What type of restaurants on basis of revenue we"
Ashutosh K. - "Imagine you're a PM for Mastercard. Design a product for restaurants to help them transition to a purchase order (PO) system that reduces their labor costs
Mission & Vision :
Mastercard is a payment processing fintech company, it has different payment service & products ex credit/debit cards etc. Mastercard vision and mission to to connect the world financially making payment process seamless across different industries.
Clarifying questions :
What type of restaurants on basis of revenue we"See full answer
"The health of the product backlog can be determined by considering the following factors -
Is the product backlog prioritized?
Will each backlog be easily picked up by the engineering team i.e. does it have all the required details such as user story, acceptance criteria, and effort estimates?
No items coming back to the product backlog from the sprint backlog due to incomplete development or bugs
No of items moving to the "Done" state from the product backlog in each sprint
A"
Nimish J. - "The health of the product backlog can be determined by considering the following factors -
Is the product backlog prioritized?
Will each backlog be easily picked up by the engineering team i.e. does it have all the required details such as user story, acceptance criteria, and effort estimates?
No items coming back to the product backlog from the sprint backlog due to incomplete development or bugs
No of items moving to the "Done" state from the product backlog in each sprint
A"See full answer
"Mock interview 2/3/2025
Google Wallet
User Needs (pain points):
At physical store:
understand the price tag
proceed the transaction
Audio cue to pick one credit card
read the payment machine
transaction confirmation
(optional) balance
hear transaction summary
At home:
check balance
make payment
send money
receive money
understand statement
Prioritization
Understand the price tag"
Chloe T. - "Mock interview 2/3/2025
Google Wallet
User Needs (pain points):
At physical store:
understand the price tag
proceed the transaction
Audio cue to pick one credit card
read the payment machine
transaction confirmation
(optional) balance
hear transaction summary
At home:
check balance
make payment
send money
receive money
understand statement
Prioritization
Understand the price tag"See full answer
"Clarification Qs:
What does "split" mean here? - split the UI and if so how (through tabs?)
What counts as "media" - clarified already
What is prompting us to consider this change? - any negative feedback from the users/ decrease in certain Newsfeed metrics like engagement etc/ any particular business goal?
is this across or platforms eg desktop/mobile ?
Is this for all regions?
Mission of FB: Fb's mission is to bring people closer together by enabling them to build communiti"
A G. - "Clarification Qs:
What does "split" mean here? - split the UI and if so how (through tabs?)
What counts as "media" - clarified already
What is prompting us to consider this change? - any negative feedback from the users/ decrease in certain Newsfeed metrics like engagement etc/ any particular business goal?
is this across or platforms eg desktop/mobile ?
Is this for all regions?
Mission of FB: Fb's mission is to bring people closer together by enabling them to build communiti"See full answer
"During a trip to Japan, I encountered a significant language barrier that influenced how I communicated with others. As I didn't speak Japanese fluently, I had to rely on basic phrases and non-verbal communication to interact with locals. This experience made me realize the importance of understanding cultural diversity.
Despite the language barrier, I found that people were patient and understanding. They appreciated my efforts to communicate in their language, even if it was limited. This expe"
Vikas K. - "During a trip to Japan, I encountered a significant language barrier that influenced how I communicated with others. As I didn't speak Japanese fluently, I had to rely on basic phrases and non-verbal communication to interact with locals. This experience made me realize the importance of understanding cultural diversity.
Despite the language barrier, I found that people were patient and understanding. They appreciated my efforts to communicate in their language, even if it was limited. This expe"See full answer
"What are you strengths -:
My strengths would include my eagerness to learn. This allows me to be open to new projects, roles and products and I can give my 100% to achieve the goals expected of me
Other strengths would include my collaborative approach to work. I believe a team can achieve tremendous success if shares a common goal, respects other's opinions and contribution and is built on fundamental of trust
Finally my biggest strength would be my commitment and passion to solve the custome"
Amit A. - "What are you strengths -:
My strengths would include my eagerness to learn. This allows me to be open to new projects, roles and products and I can give my 100% to achieve the goals expected of me
Other strengths would include my collaborative approach to work. I believe a team can achieve tremendous success if shares a common goal, respects other's opinions and contribution and is built on fundamental of trust
Finally my biggest strength would be my commitment and passion to solve the custome"See full answer
"Situation:
Was given negative feedback about an aspect of my communications. The person said it made them worried because of the brevity and the format of some messages. (Their worry was that a longer negative message was coming)
Task(s):
Reflected on feedback about my communication style.
Acknowledged the point.
Assumed best intentions on the part of the person giving the feedback
Saw things from the other person's point of view
Action(s):
In private - Apologised to the person wh"
Hans - "Situation:
Was given negative feedback about an aspect of my communications. The person said it made them worried because of the brevity and the format of some messages. (Their worry was that a longer negative message was coming)
Task(s):
Reflected on feedback about my communication style.
Acknowledged the point.
Assumed best intentions on the part of the person giving the feedback
Saw things from the other person's point of view
Action(s):
In private - Apologised to the person wh"See full answer
"Clarifying Questions and possible responses:
both audio and video
goals: increase engagement time among groups/communitites and not require another platform to do group call (be one-stop for communication)
region-TBD
ios/android
only available to users in a group to call users within the group
who can intitiate these calls?- only admin? or anyone?
metrics:NSM: feature engagement (C), number of calls made in a week per user (C).
PM: % of people joining the call in a group"
theproductguy - "Clarifying Questions and possible responses:
both audio and video
goals: increase engagement time among groups/communitites and not require another platform to do group call (be one-stop for communication)
region-TBD
ios/android
only available to users in a group to call users within the group
who can intitiate these calls?- only admin? or anyone?
metrics:NSM: feature engagement (C), number of calls made in a week per user (C).
PM: % of people joining the call in a group"See full answer
"I'm going to structure my answer like this so it is easy for both of us to follow up and grasp them easily.
Let's first clear out some of the grey areas and make them black and white. Also, decide what are in-scope and out of scope.
Second, let's understand what is our goal for improvement - is it the customer experience or any specific feature in mind? for a group of users?
Third, I will brainstorm what are the pain points for user personas and solutions to improve them.
Fourth, I will priorit"
Suhasan C. - "I'm going to structure my answer like this so it is easy for both of us to follow up and grasp them easily.
Let's first clear out some of the grey areas and make them black and white. Also, decide what are in-scope and out of scope.
Second, let's understand what is our goal for improvement - is it the customer experience or any specific feature in mind? for a group of users?
Third, I will brainstorm what are the pain points for user personas and solutions to improve them.
Fourth, I will priorit"See full answer