"We've identified the problem as a Design a Product question. Use the following framework for tackling these types of questions:
Ask Clarifying Questions
Identify users, behaviors, and pain points
State product goal
Identify current solutions
Brainstorm new solutions
Evaluate solutions
Measure success
Summarize
We'll go through each of these step by step.
Ask Clarifying Questions
The PM interview isn't about your ability to come up w"
Exponent - "We've identified the problem as a Design a Product question. Use the following framework for tackling these types of questions:
Ask Clarifying Questions
Identify users, behaviors, and pain points
State product goal
Identify current solutions
Brainstorm new solutions
Evaluate solutions
Measure success
Summarize
We'll go through each of these step by step.
Ask Clarifying Questions
The PM interview isn't about your ability to come up w"See full answer
"I have worked with ML when I was a PM for Customer Due Diligence and it required recalibration to improve the matching logic (for screening and Proof of business matching with Google) and threshold analysis. In this scenario we had to extract past True positive, False positive decisions from operations and run threshold analysis to come up with a new threshold to match better and remove the noise i.e. False positives. Taking this new threshold for matching, the ML algorithm is receiving feedback"
Madhur K. - "I have worked with ML when I was a PM for Customer Due Diligence and it required recalibration to improve the matching logic (for screening and Proof of business matching with Google) and threshold analysis. In this scenario we had to extract past True positive, False positive decisions from operations and run threshold analysis to come up with a new threshold to match better and remove the noise i.e. False positives. Taking this new threshold for matching, the ML algorithm is receiving feedback"See full answer
"YouTube is a platform that lets users upload self generated content that's available for all other users to view, globally. It has a freemium model where unpaid users can watch unlimited content. However, the paid users get additional features that enhance the viewing experience.
YouTube would like to move the unpaid users to a paid subscription model as it ensures higher ARPU for YT and gives users incentive to repeated come back to the platform to watch content.
**Ways to increase conversion"
Rahul J. - "YouTube is a platform that lets users upload self generated content that's available for all other users to view, globally. It has a freemium model where unpaid users can watch unlimited content. However, the paid users get additional features that enhance the viewing experience.
YouTube would like to move the unpaid users to a paid subscription model as it ensures higher ARPU for YT and gives users incentive to repeated come back to the platform to watch content.
**Ways to increase conversion"See full answer
"In the end I said number of bookings, but explained how I would get there. I talked about the company's mission first (which I didn't know but guessed it was something about making it easier or more accessible for people to travel) and then talked about a few potential metrics that could fit (bookings, NPS, etc). But in the end I explained that number of bookings is not only tied to their core value proposition, but it also reflected a happy customer base on both sides of the transaction (renter"
Jim T. - "In the end I said number of bookings, but explained how I would get there. I talked about the company's mission first (which I didn't know but guessed it was something about making it easier or more accessible for people to travel) and then talked about a few potential metrics that could fit (bookings, NPS, etc). But in the end I explained that number of bookings is not only tied to their core value proposition, but it also reflected a happy customer base on both sides of the transaction (renter"See full answer
"Clarification:
What does contextual search on Instgram do ? - It can help find the right profiles, content based on location easily based on user search
Are we focused on anything specific ? - Nothing specific, but the goals is either activation or engagement
Why is it important for Meta ? - Help user discover the right content quickly on Instagram thus helping them focus more time on engagement and less time searching
Broad User Groups:
Viewers (find the most"
Bik D. - "Clarification:
What does contextual search on Instgram do ? - It can help find the right profiles, content based on location easily based on user search
Are we focused on anything specific ? - Nothing specific, but the goals is either activation or engagement
Why is it important for Meta ? - Help user discover the right content quickly on Instagram thus helping them focus more time on engagement and less time searching
Broad User Groups:
Viewers (find the most"See full answer
"For a fully autonomous car, the car interior is the core of the customer experience since the customer focus is inside of car, not outside of the car. To make this experience superior, we need to consider the aspects that contribute to this- from the perspective of features and quality. Features would include (1) Seating: ample leg room, flexible seating, reclining; massage, heat on seats. (2)Storage: Cup holders- for hot/cold beverages, flexible tilt-able table top for laptop/Ipad display; (3)"
Leena M. - "For a fully autonomous car, the car interior is the core of the customer experience since the customer focus is inside of car, not outside of the car. To make this experience superior, we need to consider the aspects that contribute to this- from the perspective of features and quality. Features would include (1) Seating: ample leg room, flexible seating, reclining; massage, heat on seats. (2)Storage: Cup holders- for hot/cold beverages, flexible tilt-able table top for laptop/Ipad display; (3)"See full answer
"As requirement here is to increase number of customer trading using the platform.
To achieve this i will collect statistics about the list of customers registering based on the preferences. I will launch a survey which will collect their experience/preferences on various type of products available on the platform like equity, derivatives, mutual funds etc.
Below are two features i will add to increase trading activity.
Based on their highest order of preference, Create a feature on the produ"
Lalit S. - "As requirement here is to increase number of customer trading using the platform.
To achieve this i will collect statistics about the list of customers registering based on the preferences. I will launch a survey which will collect their experience/preferences on various type of products available on the platform like equity, derivatives, mutual funds etc.
Below are two features i will add to increase trading activity.
Based on their highest order of preference, Create a feature on the produ"See full answer
"My approach to open ended prompts is to gather as much information as possible to:
A) Clarify the issue -> b) Identify various possible root causes -> C) Narrow down on the most likely cause ->D) Set up a recommendation and how to track whether the proposed solution will work.
A) CLARIFY
1) Clarify the metric
Ensure that we fully understand this metric. Does uploads refer specifically to the individual files that someone uploads to their account? Does it include both manual uploads whe"
Sachin P. - "My approach to open ended prompts is to gather as much information as possible to:
A) Clarify the issue -> b) Identify various possible root causes -> C) Narrow down on the most likely cause ->D) Set up a recommendation and how to track whether the proposed solution will work.
A) CLARIFY
1) Clarify the metric
Ensure that we fully understand this metric. Does uploads refer specifically to the individual files that someone uploads to their account? Does it include both manual uploads whe"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 think AI such as ChatGPT seemed to spit out its answers fast and instinctively, hence proving its efficiency but in the recent versions it seems to have acquired reasoning skills which was revealed 'transparently' to users. This new, reasoning skills introduce a small delay in its response and explains what it does during the delay but I do not really think that it is "thinking" any differently than before, except that it is constrained by some purported rules when asked to summarise certain b"
Louisa C. - "I think AI such as ChatGPT seemed to spit out its answers fast and instinctively, hence proving its efficiency but in the recent versions it seems to have acquired reasoning skills which was revealed 'transparently' to users. This new, reasoning skills introduce a small delay in its response and explains what it does during the delay but I do not really think that it is "thinking" any differently than before, except that it is constrained by some purported rules when asked to summarise certain b"See full answer
"
The productofarrays() function works by first creating an empty array to store the product of the two integers. Then, it iterates through the first array and multiplies each element by each element in the second array. The product of each element is then appended to the product array. Finally, the product array is returned
def productofarrays(array1, array2):
"""
Calculates the product of two integers represented by two arrays.
Args:
array1: The first array.
array2: The se"
Praful B. - "
The productofarrays() function works by first creating an empty array to store the product of the two integers. Then, it iterates through the first array and multiplies each element by each element in the second array. The product of each element is then appended to the product array. Finally, the product array is returned
def productofarrays(array1, array2):
"""
Calculates the product of two integers represented by two arrays.
Args:
array1: The first array.
array2: The se"See full answer