"Assumptions & Clarifications
This is a platform based on YouTube, and it can use associated Google Products like Gmail, GDocs, GSheets etc along with Youtube as a base platform.
Do you have any specific goals with the platform? For instance, should this be the de facto platform for Universities K12 schools etc? Assumption is that it can be used by anyone.
Let us first discuss the target users, and then arrive at appropriate goals that we can use to measure the adoption of the produc"
Karthik M. - "Assumptions & Clarifications
This is a platform based on YouTube, and it can use associated Google Products like Gmail, GDocs, GSheets etc along with Youtube as a base platform.
Do you have any specific goals with the platform? For instance, should this be the de facto platform for Universities K12 schools etc? Assumption is that it can be used by anyone.
Let us first discuss the target users, and then arrive at appropriate goals that we can use to measure the adoption of the produc"See full answer
"Wrote up a simple cache system using python dict. Added TTL requirement. Then went into code-level concurrency issues for the cache."
S R. - "Wrote up a simple cache system using python dict. Added TTL requirement. Then went into code-level concurrency issues for the cache."See full answer
Engineering Manager
System Design
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"My main task was to improve our recommendation system. I worked closely with the business and data teams to understand how recommendations were made in the past. After discussions, I found out that the system had fixed recommendations and didn't consider customer preferences.
Our goal was to identify potential customers better, boost conversion rates with personalized recommendations, and increase cross-selling of products. After analyzing a lot of data, we focused on customers with accounts an"
R S. - "My main task was to improve our recommendation system. I worked closely with the business and data teams to understand how recommendations were made in the past. After discussions, I found out that the system had fixed recommendations and didn't consider customer preferences.
Our goal was to identify potential customers better, boost conversion rates with personalized recommendations, and increase cross-selling of products. After analyzing a lot of data, we focused on customers with accounts an"See full answer
"CQ:
What's the goal - we are just exploring
Any specific timeline we are targeting - NA
Why specifically podcast - its a growing area and can help engage the customers
Any specific geography to be kept on mind - You tell
Approach:
Understand Netflix’s landscape
Understand more about the Podcast space via Porter’s 5 Forces framework
Decide mode of entry
Tradeoffs & Risk
Netflix’s landscape;
Product - OTT player
Who uses - kids, adults
When do they use – leisure"
Anonymous Newt - "CQ:
What's the goal - we are just exploring
Any specific timeline we are targeting - NA
Why specifically podcast - its a growing area and can help engage the customers
Any specific geography to be kept on mind - You tell
Approach:
Understand Netflix’s landscape
Understand more about the Podcast space via Porter’s 5 Forces framework
Decide mode of entry
Tradeoffs & Risk
Netflix’s landscape;
Product - OTT player
Who uses - kids, adults
When do they use – leisure"See full answer
"Clarification questions -
Assumption:
Blind person - Generally aware about what an ATM machine is and how it works.
Markets - US market and think about global expansion later
Regulatory, Financial companies approval - We have agreement from the regulators and financial companies about the merits and we don’t see any kind of concerns from these companies
Goal - Part of the company's social initiatives - Positive word of mouth - increase customer base
Users -
**Blind users with no other disabi"
Vijay S. - "Clarification questions -
Assumption:
Blind person - Generally aware about what an ATM machine is and how it works.
Markets - US market and think about global expansion later
Regulatory, Financial companies approval - We have agreement from the regulators and financial companies about the merits and we don’t see any kind of concerns from these companies
Goal - Part of the company's social initiatives - Positive word of mouth - increase customer base
Users -
**Blind users with no other disabi"See full answer
"Product Led Growth Strategy is where literally product drives growth
Examples:
Referrals
Shares on social platforms
Product offers basic functionalities for free and user has to upgrade for overall access
Inviting friends or teams to your whiteboard
In order to build an effective product led growth strategy
we need to understand the users pain points, motivations, un met needs in detail
that will help us to understand
what resonates with the users such that they love the product, s"
Durga prasad K. - "Product Led Growth Strategy is where literally product drives growth
Examples:
Referrals
Shares on social platforms
Product offers basic functionalities for free and user has to upgrade for overall access
Inviting friends or teams to your whiteboard
In order to build an effective product led growth strategy
we need to understand the users pain points, motivations, un met needs in detail
that will help us to understand
what resonates with the users such that they love the product, s"See full answer
"Let me tell you about the time where I pivoted strategies and we launched a paid loyalty program Instead of a free one.
This was a time at Reddoorz when we were gearing up to launch a loyalty program to drive sustainable business by creating a loyal user base.
Initially , we had decided to launch a program where users can Opt-In for free. The idea was to get On-Board at least 40% of repeat user base into the loyalty program to drive retention. Competitive bench marking also led to our inclinat"
Vivek S. - "Let me tell you about the time where I pivoted strategies and we launched a paid loyalty program Instead of a free one.
This was a time at Reddoorz when we were gearing up to launch a loyalty program to drive sustainable business by creating a loyal user base.
Initially , we had decided to launch a program where users can Opt-In for free. The idea was to get On-Board at least 40% of repeat user base into the loyalty program to drive retention. Competitive bench marking also led to our inclinat"See full answer
"Clarifying Questions
Are we building feature for YouTube Music/YouTube Video? -> YT Video has higher scope of user engagement so YT Video.
YT Video has 2 forms of video content, are we focusing on long form, short form or am I free to chose ? -> YT Shorts and short videos have taken off lately so focus on it.
Do we have a specific business goal with regards to building this feature ? -> We want to improve engagement.
Do we want to build this feature for a specific kind of audience or"
Mehul K. - "Clarifying Questions
Are we building feature for YouTube Music/YouTube Video? -> YT Video has higher scope of user engagement so YT Video.
YT Video has 2 forms of video content, are we focusing on long form, short form or am I free to chose ? -> YT Shorts and short videos have taken off lately so focus on it.
Do we have a specific business goal with regards to building this feature ? -> We want to improve engagement.
Do we want to build this feature for a specific kind of audience or"See full answer
"Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ?
Interviewer - Let's focus on overall health metrics of the product.
Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ?
Interviewer - Let's sa"
Vivek S. - "Candidate [Clarifying Question 1] - Does success metric needs to be discussed across any particular stage of user life cycle - Growth , Engagement or Monetisation ?
Interviewer - Let's focus on overall health metrics of the product.
Candidate[Clarifying Question 2] : Does the metrics needs to be presented as an update to CXO in quarterly meetings or monthly meetings or it needs to be presented internally to product / marketing team for detailed analysis ?
Interviewer - Let's sa"See full answer
"Assumptions / Questions:
tech inclinations: AI induced
Painpoints: helps me get up early, but no cues for my morning rituals.
Goal: Comprehensive morning exp and not limited to just getting up but also aiding in the morining rituals. Get up early and fresh, set the tone for the day.
User Segment/cat:
Biz:
parents
Schools.
Geo: India?
Prod:
students: >= 12, 13-18.
School, Boarding school kids.
Solution:
Workflows like clock:
Aesthically apealling and more engag"
Atharv S. - "Assumptions / Questions:
tech inclinations: AI induced
Painpoints: helps me get up early, but no cues for my morning rituals.
Goal: Comprehensive morning exp and not limited to just getting up but also aiding in the morining rituals. Get up early and fresh, set the tone for the day.
User Segment/cat:
Biz:
parents
Schools.
Geo: India?
Prod:
students: >= 12, 13-18.
School, Boarding school kids.
Solution:
Workflows like clock:
Aesthically apealling and more engag"See full answer
"I have worked with tools such as Hadoop, Oracle, DBeaver, and Databricks. I have used these tools at work when dealing with large datasets, data cleaning, data security, and creating models"
Aneesh D. - "I have worked with tools such as Hadoop, Oracle, DBeaver, and Databricks. I have used these tools at work when dealing with large datasets, data cleaning, data security, and creating models"See full answer
"Initial Assumptions
I’m going to assume that this is a blue sky question, and there aren’t any constraints in terms of geo, funding, etc.
With that in mind, one deeply unoptimized product is… a parking meter.
I’ll assume for the sake of this answer that we’re focusing on parking in an urban environment since that’s where most parking-related friction exists.
I’m also going to assume that we’re a startup and don’t have any special strengths/ weaknesses that we need to account for"
Philip C. - "Initial Assumptions
I’m going to assume that this is a blue sky question, and there aren’t any constraints in terms of geo, funding, etc.
With that in mind, one deeply unoptimized product is… a parking meter.
I’ll assume for the sake of this answer that we’re focusing on parking in an urban environment since that’s where most parking-related friction exists.
I’m also going to assume that we’re a startup and don’t have any special strengths/ weaknesses that we need to account for"See full answer
"Explore expanding beyond just two small roooms-- bigger rooms or a third room? Get insights from those who are teleporting about what the experience is like"
Kim L. - "Explore expanding beyond just two small roooms-- bigger rooms or a third room? Get insights from those who are teleporting about what the experience is like"See full answer
"Clarification Questions :
Do all 10000 persons need Email access, or is 10000 people the colony's size? : Yes, 10000 people will use emails.
As I am a PM for Gmail, I assume we are focusing just on email as a form of communication: Yes.
Are there any requirements on the size of attachments allowable in the emails? : I will leave it up to you.
Understand the user behavior -> Identify key metrics -> Make quantitative estimation -> Understand plans -> Propose network bandwidth.
User b"
Navin T. - "Clarification Questions :
Do all 10000 persons need Email access, or is 10000 people the colony's size? : Yes, 10000 people will use emails.
As I am a PM for Gmail, I assume we are focusing just on email as a form of communication: Yes.
Are there any requirements on the size of attachments allowable in the emails? : I will leave it up to you.
Understand the user behavior -> Identify key metrics -> Make quantitative estimation -> Understand plans -> Propose network bandwidth.
User b"See full answer