"Problem: Facebook Jobs has seen a 20% increase in job listings, but employer response time to applicants has decreased by 20%.
Goal: Investigate and address the decrease in employer response time.
Assumptions and Clarifying Questions:
Scope: Is this issue internal to Facebook or affecting external users?
Timeline: Analyzing data from the past 6 months is assumed to be sufficient.
Response Time Definition: Clarify the precise definition of "response time" (e.g."
Atharva P. - "Problem: Facebook Jobs has seen a 20% increase in job listings, but employer response time to applicants has decreased by 20%.
Goal: Investigate and address the decrease in employer response time.
Assumptions and Clarifying Questions:
Scope: Is this issue internal to Facebook or affecting external users?
Timeline: Analyzing data from the past 6 months is assumed to be sufficient.
Response Time Definition: Clarify the precise definition of "response time" (e.g."See full answer
"Skeleton:
Mission
Goals and User segmentation
User journey
Metrics
Pain points and opportunities
experimentation
Starting with Twitter's mission, "the power to create and share ideas and information without barriers", we are looking to empower people to be both consumers and creators. However, for the sake of this discussion, I want to focus on the consumer sides.
As mentioned, our goal is to focus on user growth. But I want to understand if we are looking to acquire more 1s"
Gourav G. - "Skeleton:
Mission
Goals and User segmentation
User journey
Metrics
Pain points and opportunities
experimentation
Starting with Twitter's mission, "the power to create and share ideas and information without barriers", we are looking to empower people to be both consumers and creators. However, for the sake of this discussion, I want to focus on the consumer sides.
As mentioned, our goal is to focus on user growth. But I want to understand if we are looking to acquire more 1s"See full answer
"During my internship at Econalytica Solutions, I was assigned to help improve internal reporting for the procurement team. The department wanted more dynamic insights but didn’t have the budget for premium BI tools or new software licenses. My task was to enhance reporting and analytics capabilities using only the tools already available, primarily Excel, while still delivering insights that would support decision-making. I got creative by using advanced Excel features like Power Query, pivot ta"
Dhruv M. - "During my internship at Econalytica Solutions, I was assigned to help improve internal reporting for the procurement team. The department wanted more dynamic insights but didn’t have the budget for premium BI tools or new software licenses. My task was to enhance reporting and analytics capabilities using only the tools already available, primarily Excel, while still delivering insights that would support decision-making. I got creative by using advanced Excel features like Power Query, pivot ta"See full answer
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"Cost
Reduce data cost (google fi cost 10$ per gb while in india costs are pretty less than that)
Can prompt to connect to closed wi-fi network if users has connected earlier
Coverage
In India, majority of the population lives in rural areas, need to solve for that
Safety and Security
Protect users from scamsters / malware /viruses etc.
Net Neutrality
Ensure that there is no bias towards google sites only"
P D. - "Cost
Reduce data cost (google fi cost 10$ per gb while in india costs are pretty less than that)
Can prompt to connect to closed wi-fi network if users has connected earlier
Coverage
In India, majority of the population lives in rural areas, need to solve for that
Safety and Security
Protect users from scamsters / malware /viruses etc.
Net Neutrality
Ensure that there is no bias towards google sites only"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:
> If I were TikTok, I would look to monetize it similar to Instagram, Twitter, and Facebook: through dedicated ad channels.Specifically having pre-roll ads appear on open, and ads appear in-feed every few videos. TikTok is the perfect platform to lever"
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:
> If I were TikTok, I would look to monetize it similar to Instagram, Twitter, and Facebook: through dedicated ad channels.Specifically having pre-roll ads appear on open, and ads appear in-feed every few videos. TikTok is the perfect platform to lever"See full answer
"The effectiveness of product positioning can be evaluated based on the goal of the product launch.
To do this, we have to follow the below steps:
First establish the goal of the product launch (is it customer acquisition? activation? Monetization?
Identify who the customers are
What is the customer need we are trying to address by the product
What is the total addressable market TAM?
What % of the TAM do we expect to acquire by the said product?
Finally, based on the actions w"
Anhul C. - "The effectiveness of product positioning can be evaluated based on the goal of the product launch.
To do this, we have to follow the below steps:
First establish the goal of the product launch (is it customer acquisition? activation? Monetization?
Identify who the customers are
What is the customer need we are trying to address by the product
What is the total addressable market TAM?
What % of the TAM do we expect to acquire by the said product?
Finally, based on the actions w"See full answer
"https://www.geeksforgeeks.org/find-local-minima-array/
I coded O(N) but after that gave a binary approach aswell.
After that he also gave a varient of this problem in which, local minima means that the number is strictly less than its adjacent (we cannot do binary search there sample test case [1,1,1,1,1,1,0,1] or [1,0,1,1,1,1,1,1] using mid we cannot determine if the minima is on left or right). we have to do a linear search or find recursively."
Anonymous Porcupine - "https://www.geeksforgeeks.org/find-local-minima-array/
I coded O(N) but after that gave a binary approach aswell.
After that he also gave a varient of this problem in which, local minima means that the number is strictly less than its adjacent (we cannot do binary search there sample test case [1,1,1,1,1,1,0,1] or [1,0,1,1,1,1,1,1] using mid we cannot determine if the minima is on left or right). we have to do a linear search or find recursively."See full answer
"Clarifying Questions:
What currently defines profile completion? Does it have to be 100% completion or something like 80% of all available profile attributes. Or is it some specific set of must-have profile attributes like bio, current job, previous experience, etc.
May I know some successful things that are helping users complete their profiles today and some unsuccessful ones as well that we tried but did not show lift in profile completion metrics?
Goal:
Engagement from free u"
Jacob C. - "Clarifying Questions:
What currently defines profile completion? Does it have to be 100% completion or something like 80% of all available profile attributes. Or is it some specific set of must-have profile attributes like bio, current job, previous experience, etc.
May I know some successful things that are helping users complete their profiles today and some unsuccessful ones as well that we tried but did not show lift in profile completion metrics?
Goal:
Engagement from free u"See full answer
"In my role as VP of operational model transformation was leading the definition of current and to be state of operations for a business representing >50% of the revenue & profits of the company.
In a monthly feedback session, my manager shared how he noticed I had not delegated tasks and that I should work with 2 members who had been seconded to the team. We were working on a tight timeline and we wanted to get the targets completed earlier so that we can provide some buffer for further alignm"
Chung jin C. - "In my role as VP of operational model transformation was leading the definition of current and to be state of operations for a business representing >50% of the revenue & profits of the company.
In a monthly feedback session, my manager shared how he noticed I had not delegated tasks and that I should work with 2 members who had been seconded to the team. We were working on a tight timeline and we wanted to get the targets completed earlier so that we can provide some buffer for further alignm"See full answer
"I started going through the different main area of focus
stakeholder alignment with Product and engineering; resource alignment
getting it into the backlog and then prioritization
spoke about Sprint planning and timelines and timely communication back to stakeholders to be on track for this end to end
demo / pilot options
(but HM already wasn't too happy about the response and asked me the Question again)"
Anonymous Hummingbird - "I started going through the different main area of focus
stakeholder alignment with Product and engineering; resource alignment
getting it into the backlog and then prioritization
spoke about Sprint planning and timelines and timely communication back to stakeholders to be on track for this end to end
demo / pilot options
(but HM already wasn't too happy about the response and asked me the Question again)"See full answer