"Approach:
1) clarify and communicate baseline assumptions.
2) communicate how solving for this will align to FB's mission.
3) define the user groups we are solving for
4) Define the user journey pre/during/after natural disasters
4.a) pick a user group we want to go with
5) identify the painpoints for this user groups user journey
6) think about solutions
7) prioritize and elaborate
1) clarify and communicate baseline assumptions.
Q: Can you tell me why FB is interesting in building"
dan - "Approach:
1) clarify and communicate baseline assumptions.
2) communicate how solving for this will align to FB's mission.
3) define the user groups we are solving for
4) Define the user journey pre/during/after natural disasters
4.a) pick a user group we want to go with
5) identify the painpoints for this user groups user journey
6) think about solutions
7) prioritize and elaborate
1) clarify and communicate baseline assumptions.
Q: Can you tell me why FB is interesting in building"See full answer
"Clarifying Questions and Assumption:
It is a Online store or a offline store ? Assuming it is an online store
There would be multiple processes, for which process the CSAT score needs to be increased ? Assuming the CSAT score needs to be increased for product search & checkout process.
Does this required for Mobile App or Website ? assuming mobile app
Mission & goal:
CSAT score of online search process for Costco needs to be increased.
User personas:
Working profession"
Brajendra S. - "Clarifying Questions and Assumption:
It is a Online store or a offline store ? Assuming it is an online store
There would be multiple processes, for which process the CSAT score needs to be increased ? Assuming the CSAT score needs to be increased for product search & checkout process.
Does this required for Mobile App or Website ? assuming mobile app
Mission & goal:
CSAT score of online search process for Costco needs to be increased.
User personas:
Working profession"See full answer
"What is Facebook Live?
Facebook Live is the posting of a live video -> Virtual events, QA, conversation, presentation/performance.
It can be on your Facebook page, event, or group.
Mission
Facebook's mission is to connect people and bring the world closer together.
The mission of Facebook Live, from my perspective, is to enable individuals to engage ( message), discuss, and learn in real-time with their role models, influencers, and others to discover and establish stronger connect"
Reach G. - "What is Facebook Live?
Facebook Live is the posting of a live video -> Virtual events, QA, conversation, presentation/performance.
It can be on your Facebook page, event, or group.
Mission
Facebook's mission is to connect people and bring the world closer together.
The mission of Facebook Live, from my perspective, is to enable individuals to engage ( message), discuss, and learn in real-time with their role models, influencers, and others to discover and establish stronger connect"See full answer
"To analyze a year-over-year (YoY) slowdown in transactions, you should start by understanding the context, segmenting data, identifying potential drivers, and then formulating actionable recommendations. This involves a structured approach that includes a thorough examination of the data, both internally and externally.
Understand the Context:
Define "transactions":
What specific transactions are being analyzed (e.g., website purchases, in-store purchases, total transactions)?
Timeframe:
Sp"
Ankit kumar S. - "To analyze a year-over-year (YoY) slowdown in transactions, you should start by understanding the context, segmenting data, identifying potential drivers, and then formulating actionable recommendations. This involves a structured approach that includes a thorough examination of the data, both internally and externally.
Understand the Context:
Define "transactions":
What specific transactions are being analyzed (e.g., website purchases, in-store purchases, total transactions)?
Timeframe:
Sp"See full answer
Business Analyst
Data Analysis
+2 more
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"Required output in the solution not the one requested from the question. only customerid, firstname, last_name and years were required. Please this needs to be very clear.
Otherwise my answer is
with totalorderyear as (
SELECT
o.customer_id,
c.first_name,
c.last_name,
EXTRACT(YEAR FROM o.orderdate) AS orderyear,
COUNT(o.orderid) AS totalorders
FROM orders o
LEFT JOIN customers c
ON c.customerid = o.customerid
GROUP BY o.customerid, c.firstname, c.last"
Gloriose H. - "Required output in the solution not the one requested from the question. only customerid, firstname, last_name and years were required. Please this needs to be very clear.
Otherwise my answer is
with totalorderyear as (
SELECT
o.customer_id,
c.first_name,
c.last_name,
EXTRACT(YEAR FROM o.orderdate) AS orderyear,
COUNT(o.orderid) AS totalorders
FROM orders o
LEFT JOIN customers c
ON c.customerid = o.customerid
GROUP BY o.customerid, c.firstname, c.last"See full answer
"I'm going to assume I'm the PM for Events.
Clarifying Questions:
Is there any reason why we're improving Events, perhaps any bugs or feature requests? I'll assume improvement is open-ended
Are we scoped to Facebook mobile or web? I'll assume no
I'd like to break this problem down into three areas: goals, users, and solutions. Let's talk about goals first.
Higher-level goal for Facebook & Events
The higher-level goal for Facebook is to bring people closer together and empower"
Aryan B. - "I'm going to assume I'm the PM for Events.
Clarifying Questions:
Is there any reason why we're improving Events, perhaps any bugs or feature requests? I'll assume improvement is open-ended
Are we scoped to Facebook mobile or web? I'll assume no
I'd like to break this problem down into three areas: goals, users, and solutions. Let's talk about goals first.
Higher-level goal for Facebook & Events
The higher-level goal for Facebook is to bring people closer together and empower"See full answer
"I wish there were more real-life examples, more practical information that actually demonstrates the wealth of experience. In the beginning, we are introduced to 3 pillars: trust, high productivity, and growth mindset. It would have been nice to see 1 example for each of these pillars in practice. the interview response was very theoretical and diplomatic. Very shy in providing even small real-life examples e.g. question what are the example guidelines teams would set by themselves to identify w"
Anonymous Krill - "I wish there were more real-life examples, more practical information that actually demonstrates the wealth of experience. In the beginning, we are introduced to 3 pillars: trust, high productivity, and growth mindset. It would have been nice to see 1 example for each of these pillars in practice. the interview response was very theoretical and diplomatic. Very shy in providing even small real-life examples e.g. question what are the example guidelines teams would set by themselves to identify w"See full answer
"Problem Understanding
Is it within FB applications? > Yes
FB Date has one on one matching. Can I consider extending existing capability?
After matching, are we considering interactions within FB as well?
FB mission is to give people power to connect build community and bring the world closer. Building connection through content engagement is the core of the FB product. With increased demand on learning online and velocity of acquiring new skills required to find a job or sustain in"
Soodong P. - "Problem Understanding
Is it within FB applications? > Yes
FB Date has one on one matching. Can I consider extending existing capability?
After matching, are we considering interactions within FB as well?
FB mission is to give people power to connect build community and bring the world closer. Building connection through content engagement is the core of the FB product. With increased demand on learning online and velocity of acquiring new skills required to find a job or sustain in"See full answer
"
The Situation
A few months ago, our trading platform started experiencing significant latency issues during peak trading hours. This latency was affecting our ability to process real-time market data and execute trades efficiently, potentially leading to substantial financial losses and missed opportunities.
Identifying the Problem
The first step was to identify the root cause of the latency. I organized a team meeting with our data engineers, DevOps, and network specialists to gather"
Scott S. - "
The Situation
A few months ago, our trading platform started experiencing significant latency issues during peak trading hours. This latency was affecting our ability to process real-time market data and execute trades efficiently, potentially leading to substantial financial losses and missed opportunities.
Identifying the Problem
The first step was to identify the root cause of the latency. I organized a team meeting with our data engineers, DevOps, and network specialists to gather"See full answer
"I would like to ask a few clarifying questions
Lyft for kids: Does this mean we want to design a ride sharing app for kids? (Assuming yes)
Do we have any existing features catered to kids? (Assuming no)
Lyft has a lot of features. I am going to assume basic table stake features which Lyft already has as:
Ability to call for a ride
Ride tracking
Are there any goals that we would like to achieve with this feature?
If we look at current market conditions, Lyft has biggest threat f"
Unicorn 2. - "I would like to ask a few clarifying questions
Lyft for kids: Does this mean we want to design a ride sharing app for kids? (Assuming yes)
Do we have any existing features catered to kids? (Assuming no)
Lyft has a lot of features. I am going to assume basic table stake features which Lyft already has as:
Ability to call for a ride
Ride tracking
Are there any goals that we would like to achieve with this feature?
If we look at current market conditions, Lyft has biggest threat f"See full answer
"To address this question, I'll assume that Horizon Worlds is a virtual reality platform offering immersive experiences and content to users. As a Product Manager at HW, my approach would be to focus on metrics that align with the growth stages of the product. I'll use the AARRR framework (Acquisition, Activation, Retention, Revenue, Referral) to guide our analysis.
Assumptions:
Horizon Worlds is primarily a content-driven virtual reality platform.
The business model includes both free"
Shivam B. - "To address this question, I'll assume that Horizon Worlds is a virtual reality platform offering immersive experiences and content to users. As a Product Manager at HW, my approach would be to focus on metrics that align with the growth stages of the product. I'll use the AARRR framework (Acquisition, Activation, Retention, Revenue, Referral) to guide our analysis.
Assumptions:
Horizon Worlds is primarily a content-driven virtual reality platform.
The business model includes both free"See full answer
"Initialize left pointer: Set a left pointer left to 0.
Iterate through the array: Iterate through the array from left to right.
If the current element is not 0, swap it with the element at the left pointer and increment left.
Time complexity: O(n). The loop iterates through the entire array once, making it linear time.
Space complexity: O(1). The algorithm operates in-place, modifying the input array directly without using additional data structures.
"
Avon T. - "Initialize left pointer: Set a left pointer left to 0.
Iterate through the array: Iterate through the array from left to right.
If the current element is not 0, swap it with the element at the left pointer and increment left.
Time complexity: O(n). The loop iterates through the entire array once, making it linear time.
Space complexity: O(1). The algorithm operates in-place, modifying the input array directly without using additional data structures.
"See full answer
"Clarify the question:
Is this team for a specific part of JPMC or all of JPMC?
Did we already have a DevOps team and we want to introduce the element of security?
Steps to build a solution:
1: Define the company and team goals
2: Define the landscape
What is the toolchain we want to use?
What should the CI/CD lifecycle look like?
3: Define guiding principles for internal builds and third-party software/services which could include:
Deployment frequency
Traceability/observa"
Dee - "Clarify the question:
Is this team for a specific part of JPMC or all of JPMC?
Did we already have a DevOps team and we want to introduce the element of security?
Steps to build a solution:
1: Define the company and team goals
2: Define the landscape
What is the toolchain we want to use?
What should the CI/CD lifecycle look like?
3: Define guiding principles for internal builds and third-party software/services which could include:
Deployment frequency
Traceability/observa"See full answer
"My Favourite music application - YT Music
YT music is a music streaming service for individuals. YT Music is exclusive for YT Premium members.
Users :
Listeners
Creator Ops (internal to Youtube)
Business Goal : Improve Listener engagement by 20% in the next 6 months.
Listener Engagement - DAU (Activity is defined as listened to music for at-least 10 mins)
Listener User Segments :
Music Enthusiasts
Music for relaxation
Which segment has the opportunity?
List Pain"
Shivam G. - "My Favourite music application - YT Music
YT music is a music streaming service for individuals. YT Music is exclusive for YT Premium members.
Users :
Listeners
Creator Ops (internal to Youtube)
Business Goal : Improve Listener engagement by 20% in the next 6 months.
Listener Engagement - DAU (Activity is defined as listened to music for at-least 10 mins)
Listener User Segments :
Music Enthusiasts
Music for relaxation
Which segment has the opportunity?
List Pain"See full answer
"No of Cars in 1 year = [ Total Road Length] / [Distance Covered by 1 Self Drive Car in One Year]
Clarifying Question - How does Mapping work? I assume the car has a bunch of cameras and the car needs to go via a road each once to do the mapping for Google Street view. Is that correct?
Assumption
Google Street view required cars to go via road once and then use camera for mapping
Assumption for average speed of the car - This can vary if the car is on the highway
Assumption of Area of"
Raul K. - "No of Cars in 1 year = [ Total Road Length] / [Distance Covered by 1 Self Drive Car in One Year]
Clarifying Question - How does Mapping work? I assume the car has a bunch of cameras and the car needs to go via a road each once to do the mapping for Google Street view. Is that correct?
Assumption
Google Street view required cars to go via road once and then use camera for mapping
Assumption for average speed of the car - This can vary if the car is on the highway
Assumption of Area of"See full answer
"A 25% drop-off rate at sign-up for a new app, especially one from Meta, indicates a significant challenge in onboarding and user retention. To analyze this, consider external, internal, and product-specific factors.
Identify Potential Causes:
External Factors:Competition: Are other platforms offering a more attractive or simpler signup process?
Timing: Is there a recent major event or trend that might be influencing user behavior?
User Experience: Is the signup process clunk"
Ankit kumar S. - "A 25% drop-off rate at sign-up for a new app, especially one from Meta, indicates a significant challenge in onboarding and user retention. To analyze this, consider external, internal, and product-specific factors.
Identify Potential Causes:
External Factors:Competition: Are other platforms offering a more attractive or simpler signup process?
Timing: Is there a recent major event or trend that might be influencing user behavior?
User Experience: Is the signup process clunk"See full answer
"Assuming I am a PM for company X and my current task for the morning is resolving a new conflicting product requirement.
First I would like to inquire more about the product and about the conflict.
Product: Assuming I am new and I didn’t already know what the product was, what is our product's value proposition to our customers? How does our product align with our company's goals? What does success look like for our product? Have we been successful in the past? Who are our customers?
Conflict"
Cameron P. - "Assuming I am a PM for company X and my current task for the morning is resolving a new conflicting product requirement.
First I would like to inquire more about the product and about the conflict.
Product: Assuming I am new and I didn’t already know what the product was, what is our product's value proposition to our customers? How does our product align with our company's goals? What does success look like for our product? Have we been successful in the past? Who are our customers?
Conflict"See full answer
"Clarifying questions
Do we mean the Google Play store or Apple App store or some other app store? : Google Play Store
Do we mean to calculate the number of apps as in 2024? : yes
Are we looking at any particular data slices like in a particular country/ for a particular geography etc.? : No, I want the overall global number
And we mean to calculate total number of apps that are registered on Play Store and can be searched and accessed by a user, am i right? : Yes
Okay, here's how"
Kartikeya N. - "Clarifying questions
Do we mean the Google Play store or Apple App store or some other app store? : Google Play Store
Do we mean to calculate the number of apps as in 2024? : yes
Are we looking at any particular data slices like in a particular country/ for a particular geography etc.? : No, I want the overall global number
And we mean to calculate total number of apps that are registered on Play Store and can be searched and accessed by a user, am i right? : Yes
Okay, here's how"See full answer