"This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"
Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"See full answer
"This is a 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
As"
Exponent - "This is a 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
As"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
"This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"
Exponent - "This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"See full answer
"This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"
Exponent - "This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"See full answer
"Objective:
Primary Goal: Maximize long-term user engagement and retention while balancing monetization.
Secondary Goal: Improve relevance of content, ensuring users enjoy their feed.
Key Metrics
User Engagement → Session Length
Ad Revenue → conversion rates, revenue per user.
Friend Network Growth → New connections, follow-up engagement with new friends.
Retention Rate → How often users return after seeing either an ad or recommendation.
Inputs & Signals for the Sy"
Arindam G. - "Objective:
Primary Goal: Maximize long-term user engagement and retention while balancing monetization.
Secondary Goal: Improve relevance of content, ensuring users enjoy their feed.
Key Metrics
User Engagement → Session Length
Ad Revenue → conversion rates, revenue per user.
Friend Network Growth → New connections, follow-up engagement with new friends.
Retention Rate → How often users return after seeing either an ad or recommendation.
Inputs & Signals for the Sy"See full answer
"This is a Strategy Question, which asks you to justify high-level business decisions and strategy. There's no set formula, but we recommend proposing at least three different reasons to answer the question.
Let's go over one possible solution:
> For sure, I definitely think that Facebook has opportunities to look into autonomous vehicles. I know it's becoming quite saturated, but an acquisition of one of the incumbents can prove worthwhile. Firstly, Facebook can use it's world class AI and a"
Exponent - "This is a Strategy Question, which asks you to justify high-level business decisions and strategy. There's no set formula, but we recommend proposing at least three different reasons to answer the question.
Let's go over one possible solution:
> For sure, I definitely think that Facebook has opportunities to look into autonomous vehicles. I know it's becoming quite saturated, but an acquisition of one of the incumbents can prove worthwhile. Firstly, Facebook can use it's world class AI and a"See full answer
"Asked clarifying questions
Thought through the motivation (came up with a mission and business model, modeled it on Safeway with agreement from the interviewer
User segmentation both by age groups and behavior, then prioritized user group
Went through user journey (both physical store and online) to identify pain points
Prioritized pain points
Came up with 5 solutions
Interviewer picked one for me to deep dive. I went into detail on that one.
"
Samya S. - "Asked clarifying questions
Thought through the motivation (came up with a mission and business model, modeled it on Safeway with agreement from the interviewer
User segmentation both by age groups and behavior, then prioritized user group
Went through user journey (both physical store and online) to identify pain points
Prioritized pain points
Came up with 5 solutions
Interviewer picked one for me to deep dive. I went into detail on that one.
"See full answer
"This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"
Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"See full answer