"One feature I launched was a construction draw process enhancement for loans ranging from $15MM to $60MM In response to the need for improved efficiency and accuracy in managing construction loan disbursements, I led the development and implementation of a streamlined process within our banking platform.
Working closely with stakeholders, including borrowers and internal teams, I gathered requirements and identified pain points in the existing process. Leveraging my expertise in data analysis a"
Jack F. - "One feature I launched was a construction draw process enhancement for loans ranging from $15MM to $60MM In response to the need for improved efficiency and accuracy in managing construction loan disbursements, I led the development and implementation of a streamlined process within our banking platform.
Working closely with stakeholders, including borrowers and internal teams, I gathered requirements and identified pain points in the existing process. Leveraging my expertise in data analysis a"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
"What goals would you set for Reels recommendation engine?
Clarification:
Is this Reels on Instagram, FB?
Which ones do you mean? -Instagram
What does this feature cover- Reels recommendation engine- showcases a new video to the user
when tapped
User can Like, comment , add reel to the story, remix this reel, save,
report, not interested
Why is this done?
Competition from Tiktok : Make Reels appealing to Meta userbase so that Meta doesn't lose
users, creators, brands to TikTok
Mission
"
UoP - "What goals would you set for Reels recommendation engine?
Clarification:
Is this Reels on Instagram, FB?
Which ones do you mean? -Instagram
What does this feature cover- Reels recommendation engine- showcases a new video to the user
when tapped
User can Like, comment , add reel to the story, remix this reel, save,
report, not interested
Why is this done?
Competition from Tiktok : Make Reels appealing to Meta userbase so that Meta doesn't lose
users, creators, brands to TikTok
Mission
"See full answer
"A peer-to-peer car rental is a 2-sided marketplace, with two types of users : 1) those who want to rent a car (demand), 2) those looking to rent out their car (supply). So, there are two main challenges for us to solve for through our MVP: 1) the classic (critical mass) marketplace problem of ensuring enough demand and supply. Either side will not find the product useful unless, there is enough of the other group of users, 2) In the case of peer-to-peer car rental, we are also trying to change u"
Preethi R. - "A peer-to-peer car rental is a 2-sided marketplace, with two types of users : 1) those who want to rent a car (demand), 2) those looking to rent out their car (supply). So, there are two main challenges for us to solve for through our MVP: 1) the classic (critical mass) marketplace problem of ensuring enough demand and supply. Either side will not find the product useful unless, there is enough of the other group of users, 2) In the case of peer-to-peer car rental, we are also trying to change u"See full answer
"The design review has three stages; In-draft, Review and Complete. I consider a design review completed when the problem statement has been clearly addressed via a feature or a solution and signed off on by all the key stakeholders along with engineerings."
Sam M. - "The design review has three stages; In-draft, Review and Complete. I consider a design review completed when the problem statement has been clearly addressed via a feature or a solution and signed off on by all the key stakeholders along with engineerings."See full answer
"My clarifying questions :
what's the impact of the bug ? / responses : intermittent, no platform stability at risk, but a feature, many customer rely on this buggy feature
what's the estimation of the user impacted ? / responses : 65% of the users
how long to figure out a solution ? / reponses : 1 week
My action plan :
delay the publish of the release in order to protect the brand identity and customer trust
talk to the big customer to explain the situation with transparency and nego"
"Before we begin, it's important to understand what the interviewer is testing with this type of question. This is a Strategy Question that tests an interviewee's ability to create compelling arguments from high level information, discern motive, and think strategically. We can split this question into two views: is Spotify's high churn rate okay or not? Let's see the argument that is bad, and then the opposing side.
High churn is bad
We'll first give the naive argument here — that churn i"
Exponent - "Before we begin, it's important to understand what the interviewer is testing with this type of question. This is a Strategy Question that tests an interviewee's ability to create compelling arguments from high level information, discern motive, and think strategically. We can split this question into two views: is Spotify's high churn rate okay or not? Let's see the argument that is bad, and then the opposing side.
High churn is bad
We'll first give the naive argument here — that churn i"See full answer
"The correct answer as per the interviewer was since we have to exclude in build product engagement metrics and user feedback for the sake of this question, consulting firms/data analytics firms who do market research we rely on that data to determine how useful a competitor's feature is . again this is the answer provided by the interviewer."
Manas M. - "The correct answer as per the interviewer was since we have to exclude in build product engagement metrics and user feedback for the sake of this question, consulting firms/data analytics firms who do market research we rely on that data to determine how useful a competitor's feature is . again this is the answer provided by the interviewer."See full answer
"This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical product rather that one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive a"
Exponent - "This is a Measure Success question with a slight twist. The twist here is we need to consider a hypothetical product rather that one already built. This changes our formula slightly - specifically we may not be able to apply a UX flow to drive analysis since we're unsure of the implementation. Instead, we'll look at core behaviors that are indicative of success. Here's the modified formula:
Ask clarifying questions
State the goal of the feature
**Apply a UX flow to drive a"See full answer
"Great question. Before I start can I start asking some clarifying qs?
By video I am assuming this is FB videos where it's selectively fed unto the newsfeed correct? Yes
For FB events should the user be fed with their events, their friends, events or also events in their network? Good Q. I would say yes for the purpose of this question that that's all in scope.
Is videos the same as reels? No in this case they are similar but different products where FB videos do not have the 90 sec t"
Riku H. - "Great question. Before I start can I start asking some clarifying qs?
By video I am assuming this is FB videos where it's selectively fed unto the newsfeed correct? Yes
For FB events should the user be fed with their events, their friends, events or also events in their network? Good Q. I would say yes for the purpose of this question that that's all in scope.
Is videos the same as reels? No in this case they are similar but different products where FB videos do not have the 90 sec t"See full answer
"Clarification: Would data insights be presented in the form of a dashboard and KPIs (Key Performance Indicators)? (Assume yes)
Hypothesis: Data insights relating to the health of an organization are presented in terms of KPIs (Key Performance Indicators) and via a dashboard.
Approach:
· Profile Target Users
· Users’ Pain Points and Features to make data insights successful
· Metrics
· Other considerations
Target Users: Since we are talking about the health of an organizati"
Agnes D. - "Clarification: Would data insights be presented in the form of a dashboard and KPIs (Key Performance Indicators)? (Assume yes)
Hypothesis: Data insights relating to the health of an organization are presented in terms of KPIs (Key Performance Indicators) and via a dashboard.
Approach:
· Profile Target Users
· Users’ Pain Points and Features to make data insights successful
· Metrics
· Other considerations
Target Users: Since we are talking about the health of an organizati"See full answer
"Clarification questions:
What is the mission of the company? To connect people together to unleash their creativity.
Is there any geographical areas that I should concentrate on? It is worldwide.
Are there any constraints? No, there is none.
Success of the usage of the app? The PM to pick.
Approach:
Establish the nature of the application.
Establish the type of users that would be on the platform.
Lay out what the user journey is.
Define the metrics that are relevant.
-"
Ferri T. - "Clarification questions:
What is the mission of the company? To connect people together to unleash their creativity.
Is there any geographical areas that I should concentrate on? It is worldwide.
Are there any constraints? No, there is none.
Success of the usage of the app? The PM to pick.
Approach:
Establish the nature of the application.
Establish the type of users that would be on the platform.
Lay out what the user journey is.
Define the metrics that are relevant.
-"See full answer