"What metrics do you use to measure the success of a product?
Clarifications & Assumptions
What type of a Product is it? Is it an App? Assume it is an App.
Are you launching the App now or is it an App that has already been in production for a while? Assume you are launching the App now.
It is for a consumer (D2C or a B2B / Enterprise)? Assume it is for consumers / individual users to start with, and eventually will be adopted by Enterprises. Assume that your current target custo"
Karthik M. - "What metrics do you use to measure the success of a product?
Clarifications & Assumptions
What type of a Product is it? Is it an App? Assume it is an App.
Are you launching the App now or is it an App that has already been in production for a while? Assume you are launching the App now.
It is for a consumer (D2C or a B2B / Enterprise)? Assume it is for consumers / individual users to start with, and eventually will be adopted by Enterprises. Assume that your current target custo"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
"Context
Photo app || Click images, videos via mobile app (android, ios) + editing + share + upload
Who are we? || Startup who wants to build accessibility apps for the disabled people
Why do we want to build this app? || Current apps are not usable by visually impaired, we can bring difference & gain market share.
Constraints || To launch in next 12 months
Is this app exclusively targeted for blind? || Yes but regular people may also use it but not our main target group
**Goa"
FuzzyLogic - "Context
Photo app || Click images, videos via mobile app (android, ios) + editing + share + upload
Who are we? || Startup who wants to build accessibility apps for the disabled people
Why do we want to build this app? || Current apps are not usable by visually impaired, we can bring difference & gain market share.
Constraints || To launch in next 12 months
Is this app exclusively targeted for blind? || Yes but regular people may also use it but not our main target group
**Goa"See full answer
"Around mid-2023, I was tasked with investigating the feasibility of selling access to our site to third-party vendors who wanted to use bots to automate processes for their clients. Some initial work had been done on this but it was very high-level and very little data or analysis had actually been done. When I was tasked with this the idea was to sell access to a special header that would allow vendors to by-pass our F5 Shape implementation, a bot defense tool. From a business and security pers"
John F. - "Around mid-2023, I was tasked with investigating the feasibility of selling access to our site to third-party vendors who wanted to use bots to automate processes for their clients. Some initial work had been done on this but it was very high-level and very little data or analysis had actually been done. When I was tasked with this the idea was to sell access to a special header that would allow vendors to by-pass our F5 Shape implementation, a bot defense tool. From a business and security pers"See full answer
"I will have a discussion with him regarding why he disagrees with my solution. I will try to present him a plan about my solution. why I think its the best approach and take his feedback.
I will try to analyze his approach and find the best in both approach. Will try to discuss with him and come up with an approach which is agreeable to both parties.
The idea is refining the solution and approach instead of personally taking the disagreement.
I will make sure that we are attacking the problem"
Shanavas M. - "I will have a discussion with him regarding why he disagrees with my solution. I will try to present him a plan about my solution. why I think its the best approach and take his feedback.
I will try to analyze his approach and find the best in both approach. Will try to discuss with him and come up with an approach which is agreeable to both parties.
The idea is refining the solution and approach instead of personally taking the disagreement.
I will make sure that we are attacking the problem"See full answer
Behavioral
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"Came up with following strategy:
take logs from user and send to LogService via API GW
LogService takes the responsibility of generating time based SequenceId and persist the log in NoSQL (DDB) with key as SequenceId as primary key and timein_millis as sort (secondary) key. There are many system design tutorials on generating sequential sequence id where prefix is current time in epoch (milliseconds)
Since there would be many LogService servers, spread across different availability zo"
Shahnawaz A. - "Came up with following strategy:
take logs from user and send to LogService via API GW
LogService takes the responsibility of generating time based SequenceId and persist the log in NoSQL (DDB) with key as SequenceId as primary key and timein_millis as sort (secondary) key. There are many system design tutorials on generating sequential sequence id where prefix is current time in epoch (milliseconds)
Since there would be many LogService servers, spread across different availability zo"See full answer
"Request inputs/feedback on my response below with regards to this question and ways to improve and if it looks apt for this question.
As a TPM at xxx, I was responsible for delivering a feature that would provide prescription (medications) alternatives to users in the Prescription Shopping Consumer Experience App. The project had a tight deadline as it was something that our account management team promised to a client who wanted it for their employees. My goal was to ensure smooth development"
Pavani B. - "Request inputs/feedback on my response below with regards to this question and ways to improve and if it looks apt for this question.
As a TPM at xxx, I was responsible for delivering a feature that would provide prescription (medications) alternatives to users in the Prescription Shopping Consumer Experience App. The project had a tight deadline as it was something that our account management team promised to a client who wanted it for their employees. My goal was to ensure smooth development"See full answer
"Referring to https://www.forbes.com/sites/forbesbusinesscouncil/2022/03/23/15-strategies-for-balancing-competing-stakeholder-priorities/?sh=7c82aa68262f
Understand the conflicting priorities and align it with the goal/ objectives and the company mission.
Start with the Least Common Denominator between the conflicting priorities to come to a commonality and start from there to objectively approach the next imp priority
Always keep communication on and be transparent with 'equality' an"
Pramod V. - "Referring to https://www.forbes.com/sites/forbesbusinesscouncil/2022/03/23/15-strategies-for-balancing-competing-stakeholder-priorities/?sh=7c82aa68262f
Understand the conflicting priorities and align it with the goal/ objectives and the company mission.
Start with the Least Common Denominator between the conflicting priorities to come to a commonality and start from there to objectively approach the next imp priority
Always keep communication on and be transparent with 'equality' an"See full answer
"
I would ask some clarifying questions to refine my objective and know about our users?
What do you mean by experience? Travel, food, short stay, long stay, dating, event, work, airport, registration? - Improve Food, Travel, Event experience, which can be a short or long stay.
What do you mean by the movement to a new city? International travel/ within a specific country (designing solution for any country?) or any geography? - within a country suppose India
What is our business objecti"
Ajinkya P. - "
I would ask some clarifying questions to refine my objective and know about our users?
What do you mean by experience? Travel, food, short stay, long stay, dating, event, work, airport, registration? - Improve Food, Travel, Event experience, which can be a short or long stay.
What do you mean by the movement to a new city? International travel/ within a specific country (designing solution for any country?) or any geography? - within a country suppose India
What is our business objecti"See full answer
"Assumptions:
Platform: iOS/Android and Web Application
Service Type: Renting Bicycles (hourly, daily, weekly), possibility of buying or selling
Geography: Focusing on Asian markets, e.g., India, where bicycles are a popular mode of transportation
Role: Product Manager at Microsoft
Objective: Design an app focusing on customer engagement and new customer acquisition
Setting the Stage: Why a Renting Business?
Market Potential: In Asian markets, a si"
Nagendra S. - "Assumptions:
Platform: iOS/Android and Web Application
Service Type: Renting Bicycles (hourly, daily, weekly), possibility of buying or selling
Geography: Focusing on Asian markets, e.g., India, where bicycles are a popular mode of transportation
Role: Product Manager at Microsoft
Objective: Design an app focusing on customer engagement and new customer acquisition
Setting the Stage: Why a Renting Business?
Market Potential: In Asian markets, a si"See full answer
"In 2019, I was given a very important problem to solve. In a team of 3 we had to build a mobility assist device. The customer segment we would go for was something we could decide. The project was very close to me as I had lost someone I loved because of cancer and I saw how reduced mobility was a huge pain point in not being able to do physical activities. My team could only think of elderly people as the main target market.
As the Head of Product what I did was:
1) I helped them dive even d"
Soumya S. - "In 2019, I was given a very important problem to solve. In a team of 3 we had to build a mobility assist device. The customer segment we would go for was something we could decide. The project was very close to me as I had lost someone I loved because of cancer and I saw how reduced mobility was a huge pain point in not being able to do physical activities. My team could only think of elderly people as the main target market.
As the Head of Product what I did was:
1) I helped them dive even d"See full answer
"Clarifying Questions
Who are we? Traditional elevator company or a new age tech startup
Assumption: New age tech based elevator company
Any constraints: Budget, etc. Assumption: No
What kind of a skyscraper building:
Assumption: Commercial. Includes office spaces as well as others
Any particular goal with respect to building this elevator? Design best in class elevator providing the best user experience for passengers
User needs - Users have the following needs when"
Shasleen I. - "Clarifying Questions
Who are we? Traditional elevator company or a new age tech startup
Assumption: New age tech based elevator company
Any constraints: Budget, etc. Assumption: No
What kind of a skyscraper building:
Assumption: Commercial. Includes office spaces as well as others
Any particular goal with respect to building this elevator? Design best in class elevator providing the best user experience for passengers
User needs - Users have the following needs when"See full answer
"A load balancer, web application servers and a large database. Database is the core of the application containing the songs and tags related to each song. Application server will provide the search interface to find songs, play them and search them in specific categories or channels."
Soraya B. - "A load balancer, web application servers and a large database. Database is the core of the application containing the songs and tags related to each song. Application server will provide the search interface to find songs, play them and search them in specific categories or channels."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
"I told a story about how our team was focussed on moving a key metric i.e. NPS and to do that we build 3 top requested user feature. Post release the detractors % didn't move even though the detractors request for features shipped went down. Then I connect with users and did some analysis post which we realised that we need to pivot our focus from shipping features to enabling complete workflows for our users i.e. shipping all those feature which are used together in a feature as then only users"
Aditya S. - "I told a story about how our team was focussed on moving a key metric i.e. NPS and to do that we build 3 top requested user feature. Post release the detractors % didn't move even though the detractors request for features shipped went down. Then I connect with users and did some analysis post which we realised that we need to pivot our focus from shipping features to enabling complete workflows for our users i.e. shipping all those feature which are used together in a feature as then only users"See full answer
"I got to play with a VR for the first time a few weeks ago at my friend’s house and I loved it, so this is a really fun question.
Clarifying Questions
Is this something we are looking to create Microsoft or are we a startup company etc? >
Education can refer to elementary, high school, university, or even self-learning (e.g. Udemy). Is there a specific area we want to focus on? << What do y"
Rohan S. - "I got to play with a VR for the first time a few weeks ago at my friend’s house and I loved it, so this is a really fun question.
Clarifying Questions
Is this something we are looking to create Microsoft or are we a startup company etc? >
Education can refer to elementary, high school, university, or even self-learning (e.g. Udemy). Is there a specific area we want to focus on? << What do y"See full answer
"Me: First of all, I’d like to have some clarification about this project.
Me: What is the current product line design of the vending machine?
Is this a traditional vending machine? Customers pay money cash or credit card, and select products and receive the product.
Interviewer: Yes, that is the correct assumption. We make vending machines for canned drinks and bottled drinks. Another product line is for selling small packaged snacks.
Me: What is the goal of this project? Is"
Takashi M. - "Me: First of all, I’d like to have some clarification about this project.
Me: What is the current product line design of the vending machine?
Is this a traditional vending machine? Customers pay money cash or credit card, and select products and receive the product.
Interviewer: Yes, that is the correct assumption. We make vending machines for canned drinks and bottled drinks. Another product line is for selling small packaged snacks.
Me: What is the goal of this project? Is"See full answer
"at first I want to know number of cluster I will put random number if I don't know and I will use method called Elbow method or Silhouette Score ,Gap Statistic and Davies–Bouldin Index to know the best number of cluster and I will use scikit-learn library to import kmeans
from sklearn.cluster import KMeans
kmeans = KMeans(nclusters=2, randomstate=0)
kmeans.fit(X)
and X this my data
"
Taheia S. - "at first I want to know number of cluster I will put random number if I don't know and I will use method called Elbow method or Silhouette Score ,Gap Statistic and Davies–Bouldin Index to know the best number of cluster and I will use scikit-learn library to import kmeans
from sklearn.cluster import KMeans
kmeans = KMeans(nclusters=2, randomstate=0)
kmeans.fit(X)
and X this my data
"See full answer
"Grow market share of Bing by 5%
Clarification:
Are we focusing on a certain geography or Region where market share has to be increased? – Assume - All Regions
Are we focusing on a particular device or platform? – Like Desktop/Laptops, Mobiles/Tablets, IOS/Android – Assuming all
What is the Goal of increasing Market Share? – Assuming new users and driving usage among existing users.
Do we have any user segment in mind or am I free to choose? – Assume you can choose
Microsoft’s Mission"
Neelesh K. - "Grow market share of Bing by 5%
Clarification:
Are we focusing on a certain geography or Region where market share has to be increased? – Assume - All Regions
Are we focusing on a particular device or platform? – Like Desktop/Laptops, Mobiles/Tablets, IOS/Android – Assuming all
What is the Goal of increasing Market Share? – Assuming new users and driving usage among existing users.
Do we have any user segment in mind or am I free to choose? – Assume you can choose
Microsoft’s Mission"See full answer