"Although there is no fixed or predefined framework that I follow to prioritize, I do have a methodical criterion that is suitable to my organization and practices.
The business outcome/value proposition of each project/request - try to quantitative every metric below
Number of customers going to be impacted in that product vertical - item with more customers gets more weight
Is this an existing feature or a new feature - existing features get more weightage especially if thi"
Naresh A. - "Although there is no fixed or predefined framework that I follow to prioritize, I do have a methodical criterion that is suitable to my organization and practices.
The business outcome/value proposition of each project/request - try to quantitative every metric below
Number of customers going to be impacted in that product vertical - item with more customers gets more weight
Is this an existing feature or a new feature - existing features get more weightage especially if thi"See full answer
"A/B testing is used when one wishes to only test minor front-end changes on the website.
Consider a scenario where an organization wishes to make significant changes to its existing page, such as wants to create an entirely new version of an existing web page URL and wants to analyze which one performs better. Obviously, the organization will not be willing to touch the existing web page design for comparison purposes.
In the above scenario, performing Split URL testing would be beneficial. T"
Sangeeta P. - "A/B testing is used when one wishes to only test minor front-end changes on the website.
Consider a scenario where an organization wishes to make significant changes to its existing page, such as wants to create an entirely new version of an existing web page URL and wants to analyze which one performs better. Obviously, the organization will not be willing to touch the existing web page design for comparison purposes.
In the above scenario, performing Split URL testing would be beneficial. T"See full answer
"This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"
Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"See full answer
"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
"Here is my first shot at it. Please excuse formatting.
To find the maximum depth of the dependencies given a list of nodes, each having a unique string id and a list of subnodes it depends on, you can perform a depth-first search (DFS) to traverse the dependency graph. Here's how you can implement this:
Represent the nodes and their dependencies using a dictionary.
Perform a DFS on each node to find the maximum depth of the dependencies.
Keep track of the maximum depth encountered dur"
Tes d H. - "Here is my first shot at it. Please excuse formatting.
To find the maximum depth of the dependencies given a list of nodes, each having a unique string id and a list of subnodes it depends on, you can perform a depth-first search (DFS) to traverse the dependency graph. Here's how you can implement this:
Represent the nodes and their dependencies using a dictionary.
Perform a DFS on each node to find the maximum depth of the dependencies.
Keep track of the maximum depth encountered dur"See full answer
"Assumptions:
The question is for a PM working for a refrigerator startup company and for a domestic refrigerator (not industrial). The first model comes in the most commonly used form factor with fridge/freezer split, and it has standard cooling specifications. Target market is the US. The startup is for profit.
Product goal:
To make interacting with refrigerator easy, seamless and pleasurable for the blind.
Target users and channel partners:
Fully blind people between the ages o"
Nr 9. - "Assumptions:
The question is for a PM working for a refrigerator startup company and for a domestic refrigerator (not industrial). The first model comes in the most commonly used form factor with fridge/freezer split, and it has standard cooling specifications. Target market is the US. The startup is for profit.
Product goal:
To make interacting with refrigerator easy, seamless and pleasurable for the blind.
Target users and channel partners:
Fully blind people between the ages o"See full answer
"Objective:
Proposal for expanding the service offerings for small restaurants and local cafes. The objective is to enhance the Instacart Business platform by integrating local vendors (Speciality Food & Beverage Business Units) to increase product selection and improve supply chain efficiencies for business customers.
Market Focus:
The target market includes food service establishments characterized by their need for distinct, locally sourced ingredients and their struggles wi"
realkimchi - "Objective:
Proposal for expanding the service offerings for small restaurants and local cafes. The objective is to enhance the Instacart Business platform by integrating local vendors (Speciality Food & Beverage Business Units) to increase product selection and improve supply chain efficiencies for business customers.
Market Focus:
The target market includes food service establishments characterized by their need for distinct, locally sourced ingredients and their struggles wi"See full answer
"During my initial days as a Product Manager, I faced challenges working with our central design team. The team received requests from multiple Product Managers, and prioritization was often influenced by the rapport each PM had built with them. Since I was new, I struggled to convey the importance of my tasks effectively, leading to delays in my projects.
This was a significant learning moment for me. I realized that to succeed, I needed to earn the trust of the design team and demonstra"
Shahrukh K. - "During my initial days as a Product Manager, I faced challenges working with our central design team. The team received requests from multiple Product Managers, and prioritization was often influenced by the rapport each PM had built with them. Since I was new, I struggled to convey the importance of my tasks effectively, leading to delays in my projects.
This was a significant learning moment for me. I realized that to succeed, I needed to earn the trust of the design team and demonstra"See full answer
"This is an Improve a Product question. Let's first go over the Improve a Product formula:
Ask clarifying questions
Identify users, behaviors, and pain points
State product goal
Brainstorm small improvements
Brainstorm bolder improvements
Measure success
Summarize
Now, let's begin!
Ask clarifying questions
Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"
Exponent - "This is an Improve a Product question. Let's first go over the Improve a Product formula:
Ask clarifying questions
Identify users, behaviors, and pain points
State product goal
Brainstorm small improvements
Brainstorm bolder improvements
Measure success
Summarize
Now, let's begin!
Ask clarifying questions
Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"See full answer
"Got a very different answer than everybody. I seem to be off here. But here goes ..will appreciate feedback
Clarifying ..all human population in US and not just working population? Yes
US Population: ~300Mn
Segmenting Population.
0-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
80-100 - 5 Mn
Removing 80 segment as stay at home and not eligible for commuting
Revised Table
2-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
Out of this employable audience that is has"
Sumeet R. - "Got a very different answer than everybody. I seem to be off here. But here goes ..will appreciate feedback
Clarifying ..all human population in US and not just working population? Yes
US Population: ~300Mn
Segmenting Population.
0-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
80-100 - 5 Mn
Removing 80 segment as stay at home and not eligible for commuting
Revised Table
2-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
Out of this employable audience that is has"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
"In my experience, project success translates to three things:
Customer Success => Quality increments to service leading to customer success. (Measure by KPIs like customer satisfaction score, SLA, Revenue growth etc)
Team Success => High Team morale with successful execution and collaboration of project.
Individual Success => Individual career goals and aspirations are met
I think the later two are difficult are measured via KPIs. Although there can be indirect KPIs to measure those as we"
shg - "In my experience, project success translates to three things:
Customer Success => Quality increments to service leading to customer success. (Measure by KPIs like customer satisfaction score, SLA, Revenue growth etc)
Team Success => High Team morale with successful execution and collaboration of project.
Individual Success => Individual career goals and aspirations are met
I think the later two are difficult are measured via KPIs. Although there can be indirect KPIs to measure those as we"See full answer
"-- Write your query here
select
marketing_channel,
avg(purchasevalue) as avgpurchase_value,
avg(case when purchasevalue > 0 then 1 else 0 end) as conversionrate
from attribution
group by 1
order by 3 desc
`"
Anonymous Roadrunner - "-- Write your query here
select
marketing_channel,
avg(purchasevalue) as avgpurchase_value,
avg(case when purchasevalue > 0 then 1 else 0 end) as conversionrate
from attribution
group by 1
order by 3 desc
`"See full answer
"Was given 90 minutes with an exhaustive set of requirements to be implemented as a full-stack coding exercise. It was supposed to have a UX, a server and a database to store and retrieve data.
The IDE was supposed to be self-setup before the interview.
The panel asked questions on top of the implementation around decision making from a technical perspective"
Aman G. - "Was given 90 minutes with an exhaustive set of requirements to be implemented as a full-stack coding exercise. It was supposed to have a UX, a server and a database to store and retrieve data.
The IDE was supposed to be self-setup before the interview.
The panel asked questions on top of the implementation around decision making from a technical perspective"See full answer