"Clarifying Questions
What is meant by art-related product? Is it a product where art can be shared by creators and viewed by viewers? Yes
What is art? It can be painting, song, video creators etc.
Meta
Mission: To form a worldwide community
Goals:
Brings creators and viewers worldwide
To strengthen the Meta community
Strengths
Social network
Users
Creators (L, L, L)
Viewers (L, L, L)
User Journey
1."
Shiv C. - "Clarifying Questions
What is meant by art-related product? Is it a product where art can be shared by creators and viewed by viewers? Yes
What is art? It can be painting, song, video creators etc.
Meta
Mission: To form a worldwide community
Goals:
Brings creators and viewers worldwide
To strengthen the Meta community
Strengths
Social network
Users
Creators (L, L, L)
Viewers (L, L, L)
User Journey
1."See full answer
"Question for the community: have others experienced a situation where the interviewer really pushed for defining a success metric early on in the case before making too much progress on the case itself? If so, how did you handle?
How I approached the case:
I used the framework taught here on Exponent but have a question for the community.
At the beginning of the interview, I shared my steps - company goals, customer, painpoints, solutions, prioritize and if we had time, I'll explore some succ"
D P. - "Question for the community: have others experienced a situation where the interviewer really pushed for defining a success metric early on in the case before making too much progress on the case itself? If so, how did you handle?
How I approached the case:
I used the framework taught here on Exponent but have a question for the community.
At the beginning of the interview, I shared my steps - company goals, customer, painpoints, solutions, prioritize and if we had time, I'll explore some succ"See full answer
"Interesting question! Before we begin, I have a few clarifying questions:
Is this for Netflix the company, or a service from a startup or other company that caters towards kids with a netflix-like set of services? My assumption is this is a Netflix esque service, and not part of the broader Netflix product suite/company.
Why are we building this? Assumption is that we CEO identified opportunity for this product, and we want to acquire users and engage them.
By kids, do you mean"
William D. - "Interesting question! Before we begin, I have a few clarifying questions:
Is this for Netflix the company, or a service from a startup or other company that caters towards kids with a netflix-like set of services? My assumption is this is a Netflix esque service, and not part of the broader Netflix product suite/company.
Why are we building this? Assumption is that we CEO identified opportunity for this product, and we want to acquire users and engage them.
By kids, do you mean"See full answer
"After researching Glassdoor, I provided an in-depth answer that incorporated my interest in DB technologies, alignment with career objectives, and ability to make an impact from professional experience.
"
Dave F. - "After researching Glassdoor, I provided an in-depth answer that incorporated my interest in DB technologies, alignment with career objectives, and ability to make an impact from professional experience.
"See full answer
"Average case - lookup/insert/delete - o(1) -> assuming a low load factor and uniform hash distribution.
Worst case - o(n) -> where are keys collide in same bucket"
Kargi C. - "Average case - lookup/insert/delete - o(1) -> assuming a low load factor and uniform hash distribution.
Worst case - o(n) -> where are keys collide in same bucket"See full answer
"In the Transformer architecture, the decoder differs from the encoder primarily in its additional mechanisms designed to handle autoregressive sequence generation. Here's a breakdown of the key differences:
Self-Attention Mechanism:
Encoder: The encoder has a standard self-attention mechanism that allows each token to attend to all other tokens in the input sequence.
Decoder: The decoder has two types of self-attention. The first is the same as in the encoder, but the second is mas"
Ranj A. - "In the Transformer architecture, the decoder differs from the encoder primarily in its additional mechanisms designed to handle autoregressive sequence generation. Here's a breakdown of the key differences:
Self-Attention Mechanism:
Encoder: The encoder has a standard self-attention mechanism that allows each token to attend to all other tokens in the input sequence.
Decoder: The decoder has two types of self-attention. The first is the same as in the encoder, but the second is mas"See full answer
"Clarify:
Are we talking about traditional noise-cancelling which cancels noise for listeners or we are talking about the speaker side noise-cancellation? - Interviewer replied: Both
Are we exploring to build something on top of existing hardware around Meta VR products or something in general? - Interviewer replied: up to you.
High level though process (Could be detailed with more structure):
Considering Meta's vision on building metaverse, where meta currently has AR/VR products li"
Anonymous Shark - "Clarify:
Are we talking about traditional noise-cancelling which cancels noise for listeners or we are talking about the speaker side noise-cancellation? - Interviewer replied: Both
Are we exploring to build something on top of existing hardware around Meta VR products or something in general? - Interviewer replied: up to you.
High level though process (Could be detailed with more structure):
Considering Meta's vision on building metaverse, where meta currently has AR/VR products li"See full answer
"Clarifying questions:
I assume we're focused on the consumer side of this?
** Yes
I am assuming post booking begins immediately after booking a ticket and ends when the user leaves the airport at their destination. Does that sound right?
** Yes
Goals:
United Airlines wants to get its passengers to their destination seamlessly, safely, and on time.
Users:
I think about user groups in 3 main buckets.
1) 24 hours following booking
2) >24 following booking through 24 hours before boarding
"
Steven M. - "Clarifying questions:
I assume we're focused on the consumer side of this?
** Yes
I am assuming post booking begins immediately after booking a ticket and ends when the user leaves the airport at their destination. Does that sound right?
** Yes
Goals:
United Airlines wants to get its passengers to their destination seamlessly, safely, and on time.
Users:
I think about user groups in 3 main buckets.
1) 24 hours following booking
2) >24 following booking through 24 hours before boarding
"See full answer
"Context / clarifying questions:
Should I assume this is part of Google company?
Let’s assume yes
Let’s assume we’re building this for Waymo, Google parent company
Self-driving cars industry today
It’s evolving a lot. I do not have much information on the industry but I know Waymo self driving cars are progressing and there are self-driving taxis already running.
Why are we building this and why are we building this now
Mainly to understand if this makes sense to"
Sofiya H. - "Context / clarifying questions:
Should I assume this is part of Google company?
Let’s assume yes
Let’s assume we’re building this for Waymo, Google parent company
Self-driving cars industry today
It’s evolving a lot. I do not have much information on the industry but I know Waymo self driving cars are progressing and there are self-driving taxis already running.
Why are we building this and why are we building this now
Mainly to understand if this makes sense to"See full answer
"The question is bit vague (I guess deliberately) so I believe firstly we shall ask questions and resolve ambiguity. Some initial questions could be :
1) Is this one time activity or something that should be done on continuous basis. If continuous basis then at what frequency.
2) How much staleness is acceptable in SYSTEM Y data
3) Are there any limitation in SYSTEM Y and is it fair to assume that we would need some kind of transformation to bring data into SYSTEM Y schema.
4) What kind of vol"
Kshitij A. - "The question is bit vague (I guess deliberately) so I believe firstly we shall ask questions and resolve ambiguity. Some initial questions could be :
1) Is this one time activity or something that should be done on continuous basis. If continuous basis then at what frequency.
2) How much staleness is acceptable in SYSTEM Y data
3) Are there any limitation in SYSTEM Y and is it fair to assume that we would need some kind of transformation to bring data into SYSTEM Y schema.
4) What kind of vol"See full answer
"Understanding Reels – What It Is, Who Uses It, and What Problem It Solves
What Is Reels?
Reels is Meta’s short-form video platform embedded within Instagram and Facebook, designed to capture the rising demand for snackable video content and compete directly with TikTok and YouTube Shorts. Unlike Stories, which focus on temporary sharing, Reels is designed for entertainment, discoverability, and viral trends, making it a crucial driver for user engagement and creator monetization.
Who Are the"
Saketh reddy S. - "Understanding Reels – What It Is, Who Uses It, and What Problem It Solves
What Is Reels?
Reels is Meta’s short-form video platform embedded within Instagram and Facebook, designed to capture the rising demand for snackable video content and compete directly with TikTok and YouTube Shorts. Unlike Stories, which focus on temporary sharing, Reels is designed for entertainment, discoverability, and viral trends, making it a crucial driver for user engagement and creator monetization.
Who Are the"See full answer