"Clarifications:
Where are we launching? -- US first
1:1 or n:n video conferencing? -- you assume
Consumers or Business? -- consumers
Part of FB or standalone product? -- part of messenger app
Is it MVP launch or a full feature product? -- MVP
What capabilities exist in the video conference product? -- you assume what capabilities will be
> Trends and Markets
Competitors:
Consumer
Zoom
Google Meet
Business:
Slack
MS Teams
Trends:
More and more people are usi"
Aniket A. - "Clarifications:
Where are we launching? -- US first
1:1 or n:n video conferencing? -- you assume
Consumers or Business? -- consumers
Part of FB or standalone product? -- part of messenger app
Is it MVP launch or a full feature product? -- MVP
What capabilities exist in the video conference product? -- you assume what capabilities will be
> Trends and Markets
Competitors:
Consumer
Zoom
Google Meet
Business:
Slack
MS Teams
Trends:
More and more people are usi"See full answer
"I used the GAME method.
Started first with defining the product and setting the mission and goal for Zoom. Stated that the product grew in popularity in 2020-2021 for both business and personal use, but since lockdown ended, shifted to business use. Goal is to effortlessly and seamlessly connect people anywhere. Focused on the business use case and stated Zoom makes revenue through contracts signed with various enterprises. Due to maturity of the product and business focused, said it make"
Jeffrey F. - "I used the GAME method.
Started first with defining the product and setting the mission and goal for Zoom. Stated that the product grew in popularity in 2020-2021 for both business and personal use, but since lockdown ended, shifted to business use. Goal is to effortlessly and seamlessly connect people anywhere. Focused on the business use case and stated Zoom makes revenue through contracts signed with various enterprises. Due to maturity of the product and business focused, said it make"See full answer
"We'll consider cost-effectiveness, environmental impact, convenience, and scalability. Here are key metrics and trade-offs to consider:
Cost Metrics
Operational Costs: Compare the direct costs associated with operating each mode of transit, including vehicle maintenance, fuel or energy, and driver salaries.
Subsidization Level: Assess how much subsidy each option requires per ride or per passenger to remain free or low-cost to employees.
Cost Efficiency: Analyze the cost p"
Siddhant S. - "We'll consider cost-effectiveness, environmental impact, convenience, and scalability. Here are key metrics and trade-offs to consider:
Cost Metrics
Operational Costs: Compare the direct costs associated with operating each mode of transit, including vehicle maintenance, fuel or energy, and driver salaries.
Subsidization Level: Assess how much subsidy each option requires per ride or per passenger to remain free or low-cost to employees.
Cost Efficiency: Analyze the cost p"See full answer
Product Manager
Analytical
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Prompt: We work for an online shopping website. Our team wants to consider offering discounts (e.g. 10% off your next purchase) to customers to incentivize them to make purchases. How would you design a system that decides how to offer these incentives?
Answer
Goals: Increase customer engagement while controlling costs. Specifically, we want the increase in revenue per customer per week of customers that receive the discount to be greater than the cost of the discount.
Metrics: Revenue per cu"
Michael F. - "Prompt: We work for an online shopping website. Our team wants to consider offering discounts (e.g. 10% off your next purchase) to customers to incentivize them to make purchases. How would you design a system that decides how to offer these incentives?
Answer
Goals: Increase customer engagement while controlling costs. Specifically, we want the increase in revenue per customer per week of customers that receive the discount to be greater than the cost of the discount.
Metrics: Revenue per cu"See full answer
"Clarifying question: may I assume that this would be for all new units that Roku would be selling? Ie. they wouldn't be sending new remotes to existing Roku customers? (assume interviewer agrees)
Here's how I would approach this analysis:
Identify purpose and value of this button for customers
Identify the purpose and value for HBO/Max and Roku
Posit: HBO should be willing to pay up to the value that HBO/Max gets minus potential discount by Roku for the value that Roku would get
Pre"
Anonymous Sparrow - "Clarifying question: may I assume that this would be for all new units that Roku would be selling? Ie. they wouldn't be sending new remotes to existing Roku customers? (assume interviewer agrees)
Here's how I would approach this analysis:
Identify purpose and value of this button for customers
Identify the purpose and value for HBO/Max and Roku
Posit: HBO should be willing to pay up to the value that HBO/Max gets minus potential discount by Roku for the value that Roku would get
Pre"See full answer
"My Least Favorite Product: Amazon Kindle
I have both: amazon kindle 8th generation (with backlight) and without backlight for many years now and also part of kindle unlimited program. And would be having more than 200-300 books on it already ranging across various topics
What i don't like about kindle is that, its operating system has not evolved since many years. It's as difficult to operate as it was when it was launched. Infact now i don't prefer to browse the books on kindle, instead buy t"
P D. - "My Least Favorite Product: Amazon Kindle
I have both: amazon kindle 8th generation (with backlight) and without backlight for many years now and also part of kindle unlimited program. And would be having more than 200-300 books on it already ranging across various topics
What i don't like about kindle is that, its operating system has not evolved since many years. It's as difficult to operate as it was when it was launched. Infact now i don't prefer to browse the books on kindle, instead buy t"See full answer
"Clarifying questions
Scope: Just Reels in Facebook, or Instagram too? Mobile and desktop?
Goal: Any specific goal we know of or up to me to decide?
Framework/Overview
Strategy
Metric options with pros/cons
North Star Metric (NSM)
Risks & countermetrics
Strategy / The Why: we want to give people …
Meta: the power to build community + Bring people closer together
Reels: new form of self-expression / entertainment with short form video and pro editing tools
Ads in Re"
Mike Z. - "Clarifying questions
Scope: Just Reels in Facebook, or Instagram too? Mobile and desktop?
Goal: Any specific goal we know of or up to me to decide?
Framework/Overview
Strategy
Metric options with pros/cons
North Star Metric (NSM)
Risks & countermetrics
Strategy / The Why: we want to give people …
Meta: the power to build community + Bring people closer together
Reels: new form of self-expression / entertainment with short form video and pro editing tools
Ads in Re"See full answer
"Understanding the problem:
What do we mean by email notification experience here? Is it the quantity of notifications or quality?- it's the quality of the experience i.e. how can we make the experience better & more user centric
How would you define enhance in this context?- here enhacement means improving the engagement with the emails resulting in more people viewing the photo/s on FB with email as source
Are we supposed to enhance the viewer's experience only or the creators as w"
Debajyoti B. - "Understanding the problem:
What do we mean by email notification experience here? Is it the quantity of notifications or quality?- it's the quality of the experience i.e. how can we make the experience better & more user centric
How would you define enhance in this context?- here enhacement means improving the engagement with the emails resulting in more people viewing the photo/s on FB with email as source
Are we supposed to enhance the viewer's experience only or the creators as w"See full answer
"In my organization, I was given a initiative to improve the time spent by users on web application so that we can improve the quality of engagement on the website.
Overview of a business model:
We are a research organization that delivers where users (B2B clients) consume research content in form of research reports. Clients has specifically subscription for a year and if clients engage continuously and they spend more time on research they will retain.
Success metrics:
Improve time spe"
Harshit J. - "In my organization, I was given a initiative to improve the time spent by users on web application so that we can improve the quality of engagement on the website.
Overview of a business model:
We are a research organization that delivers where users (B2B clients) consume research content in form of research reports. Clients has specifically subscription for a year and if clients engage continuously and they spend more time on research they will retain.
Success metrics:
Improve time spe"See full answer
"The addition of an intermediate "sanitization" ML is something Neeraj used in the Uber Eats design and again seems kind of outside the scope here and redundant. This can simply be built into the AI response model to save a step. It's not clear what benefit this step provides, and he basically said we should have it "just because it would be good" and there's no concrete reasoning why to include it.
Adding a Kafka queue to handle the thumbs-down ratings? For what purpose do you need a queue othe"
Robert H. - "The addition of an intermediate "sanitization" ML is something Neeraj used in the Uber Eats design and again seems kind of outside the scope here and redundant. This can simply be built into the AI response model to save a step. It's not clear what benefit this step provides, and he basically said we should have it "just because it would be good" and there's no concrete reasoning why to include it.
Adding a Kafka queue to handle the thumbs-down ratings? For what purpose do you need a queue othe"See full answer
"Assumptions and Clarifications!
1 . What is the aim? increase monetization or to just provide easy accessible food for customers
2.What are the supposed items to be available in the vending machines?
3.How many Vending Machines per hotel if more than 1 Can we add different items in the machines or are they supposed to be similar?
4.Which company is looking to Design this machine?Is it google? Or some other company?
5.These machines should they be available to paying guests or visitors or bot"
Prabhav G. - "Assumptions and Clarifications!
1 . What is the aim? increase monetization or to just provide easy accessible food for customers
2.What are the supposed items to be available in the vending machines?
3.How many Vending Machines per hotel if more than 1 Can we add different items in the machines or are they supposed to be similar?
4.Which company is looking to Design this machine?Is it google? Or some other company?
5.These machines should they be available to paying guests or visitors or bot"See full answer
"WITH ActiveUsersYesterday AS (
SELECT DISTINCT user_id
FROM user_activity
WHERE activity_date = CAST(GETDATE() - 1 AS DATE)
),
VideoCallUsersYesterday AS (
SELECT DISTINCT user_id
FROM video_calls
WHERE call_date = CAST(GETDATE() - 1 AS DATE)
)
SELECT
(CAST(COUNT(DISTINCT v.userid) AS FLOAT) / NULLIF(COUNT(DISTINCT a.userid), 0)) * 100 AS percentagevideocall_users
FROM
ActiveUsersYesterday a
LEFT JOIN
VideoCallUsersYesterday v ON a.userid = v.userid;"
Bala G. - "WITH ActiveUsersYesterday AS (
SELECT DISTINCT user_id
FROM user_activity
WHERE activity_date = CAST(GETDATE() - 1 AS DATE)
),
VideoCallUsersYesterday AS (
SELECT DISTINCT user_id
FROM video_calls
WHERE call_date = CAST(GETDATE() - 1 AS DATE)
)
SELECT
(CAST(COUNT(DISTINCT v.userid) AS FLOAT) / NULLIF(COUNT(DISTINCT a.userid), 0)) * 100 AS percentagevideocall_users
FROM
ActiveUsersYesterday a
LEFT JOIN
VideoCallUsersYesterday v ON a.userid = v.userid;"See full answer
"Clarifying questions:
What city/ country are we talking about?
Indian metro.
What all counts as a grocery store? Do have to cover dark stores as well which are not open to public?
Only consider all grocery stores where public pick up is allowed.
Do we have to include hyper markets/ super markets as well or only smaller stores?
Include both.
Okay, so I would be considering the Indian metro of Bangalore here.
The overall equation is , **total number of grocery stores = Number of small grocer"
Kartikeya N. - "Clarifying questions:
What city/ country are we talking about?
Indian metro.
What all counts as a grocery store? Do have to cover dark stores as well which are not open to public?
Only consider all grocery stores where public pick up is allowed.
Do we have to include hyper markets/ super markets as well or only smaller stores?
Include both.
Okay, so I would be considering the Indian metro of Bangalore here.
The overall equation is , **total number of grocery stores = Number of small grocer"See full answer
"Notes from the Video.
1-1s are two way feedback. Important tool to discuss things that are not possible in group setting
feedback to employee by manager
feedback to manager by employee
Feedback to employee can vary by the type of performer the employee is
(a) high performer
(b) meets expectations
(c) under performing
Dos and Don't
Avoid project discussion as they can be obtained else where. Focus on feedback to employee. Unless there is a critical project item to be d"
Adib M. - "Notes from the Video.
1-1s are two way feedback. Important tool to discuss things that are not possible in group setting
feedback to employee by manager
feedback to manager by employee
Feedback to employee can vary by the type of performer the employee is
(a) high performer
(b) meets expectations
(c) under performing
Dos and Don't
Avoid project discussion as they can be obtained else where. Focus on feedback to employee. Unless there is a critical project item to be d"See full answer