"After more than five years at my previous company, I had contributed significantly to many important projects and helped the team navigate critical transitions, such as our shift from a monolithic to a microservices architecture. However, over time, I realized that my goals and the direction of the company were no longer fully aligned. I felt I had outgrown the position and was ready for new challenges, where I could continue to grow both technically and professionally. Ultimately, I’m excited a"
Chinedu ekene O. - "After more than five years at my previous company, I had contributed significantly to many important projects and helped the team navigate critical transitions, such as our shift from a monolithic to a microservices architecture. However, over time, I realized that my goals and the direction of the company were no longer fully aligned. I felt I had outgrown the position and was ready for new challenges, where I could continue to grow both technically and professionally. Ultimately, I’m excited a"See full answer
"Here are some strategies to mitigate the effects of organizational and architectural dependencies on a team's work.
Automation
Where possible, automate repetitive tasks, and include appropriate controls to ensure safety. For example, automate deployments, building in all needed safety and compliance checks, and let teams perform the process themselves, rather than having them back up in the Ops team’s queue.
Standardize processes
Even if you can’t automate a process, make it happen the s"
Mukul P. - "Here are some strategies to mitigate the effects of organizational and architectural dependencies on a team's work.
Automation
Where possible, automate repetitive tasks, and include appropriate controls to ensure safety. For example, automate deployments, building in all needed safety and compliance checks, and let teams perform the process themselves, rather than having them back up in the Ops team’s queue.
Standardize processes
Even if you can’t automate a process, make it happen the s"See full answer
"Estimate the market size for Google Fi
Market size -> total revenue/sales in a market = market share
Google Fi -> telecommunication services by google. Only for US market
Market size = (1)google fi customers / (2)total customers in the market
(2)total customers in the market
300m ppl in the US
0-90 life expectancy
Factor out 0-12,80-90
240m ~250m ppl in the US who are using phones and need a telecommunication service
(1)google fi customers
Version 40% - 110m
AT&T 30% - 70m
T-Mobil"
Cameron P. - "Estimate the market size for Google Fi
Market size -> total revenue/sales in a market = market share
Google Fi -> telecommunication services by google. Only for US market
Market size = (1)google fi customers / (2)total customers in the market
(2)total customers in the market
300m ppl in the US
0-90 life expectancy
Factor out 0-12,80-90
240m ~250m ppl in the US who are using phones and need a telecommunication service
(1)google fi customers
Version 40% - 110m
AT&T 30% - 70m
T-Mobil"See full answer
Product Manager
Estimation
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Providing some bullets to expand on to respond to this question-
Inability to adapt to the changes in customer's needs in retail industry
Lack of competitive analysis
Rigid business model
Lack of well defined Vision and Strategy"
Rahul P. - "Providing some bullets to expand on to respond to this question-
Inability to adapt to the changes in customer's needs in retail industry
Lack of competitive analysis
Rigid business model
Lack of well defined Vision and Strategy"See full answer
"Clarifying question
Why? Does booking.com have data on demand for this new feature? Let's say no
Does booking.com have any specific goal with this new feature? Improve revenue or Improve user experience ( provide flexibility in payments or expand user base dealing with crypto, etc.) Let's say targetting new users who want to deal with crypto
(I don't know if this is to be approached as a product design question) I would approach the introduction of cryptocurrency as a new payment method i"
Mudit B. - "Clarifying question
Why? Does booking.com have data on demand for this new feature? Let's say no
Does booking.com have any specific goal with this new feature? Improve revenue or Improve user experience ( provide flexibility in payments or expand user base dealing with crypto, etc.) Let's say targetting new users who want to deal with crypto
(I don't know if this is to be approached as a product design question) I would approach the introduction of cryptocurrency as a new payment method i"See full answer
"clarifying questions
why are we building this? is there a particular reason we are building this or is there a metric/group of metrics that shall be activated that eventually drives an organisational metric or is it just an attempt of creating another super app?
am i safe to assume that i am a part of the team that can actually drive the marketplace experience? and by shopping, we mean a marketplace like an amazon?
can i safely set the overarching organisational goal, then the indi"
Arnab S. - "clarifying questions
why are we building this? is there a particular reason we are building this or is there a metric/group of metrics that shall be activated that eventually drives an organisational metric or is it just an attempt of creating another super app?
am i safe to assume that i am a part of the team that can actually drive the marketplace experience? and by shopping, we mean a marketplace like an amazon?
can i safely set the overarching organisational goal, then the indi"See full answer
"
Situation
In the derivatives trading domain, timely and accurate data is crucial for making informed trading decisions. Our existing data processing system was facing challenges with latency and scalability, which hindered our ability to react swiftly to market changes. To address these issues, we designed a new real-time market data processing platform.
Task
The task was to develop a low-latency data processing platform that could handle real-time market data ingestion, processing, an"
Scott S. - "
Situation
In the derivatives trading domain, timely and accurate data is crucial for making informed trading decisions. Our existing data processing system was facing challenges with latency and scalability, which hindered our ability to react swiftly to market changes. To address these issues, we designed a new real-time market data processing platform.
Task
The task was to develop a low-latency data processing platform that could handle real-time market data ingestion, processing, an"See full answer
"Yes, I need to compare the first half of the first string with the reverse order of the second half of the second string. Repeat this process to the first half of the second string and the second half of the first string."
Anonymous Condor - "Yes, I need to compare the first half of the first string with the reverse order of the second half of the second string. Repeat this process to the first half of the second string and the second half of the first string."See full answer
"Why do we want to build an ad platform? Should we discuss if we should/should not do this? Or have we decided? Let's say we decided. Now what's the goal of ad platform? Additional revenue stream. We need to make sure the ads we show don't distract our users from the core product but help our users with their financial needs through relevant advertisements. It might not be a bad idea to monetize the 13M users as long as we're connecting them with the right brands/services.
Now let's look at the"
M N. - "Why do we want to build an ad platform? Should we discuss if we should/should not do this? Or have we decided? Let's say we decided. Now what's the goal of ad platform? Additional revenue stream. We need to make sure the ads we show don't distract our users from the core product but help our users with their financial needs through relevant advertisements. It might not be a bad idea to monetize the 13M users as long as we're connecting them with the right brands/services.
Now let's look at the"See full answer
"It's possible the Onboarding Flow is fine as it is - but I would do some initial hands-on exploring.
I would go through the boarding steps myself.
Re-Visit the flow with a clean perspective.
Take notes on Pros & Cons.
Things I liked.
Things I didn't like.
Create a table.
Brainstrorm some UI / UX / Flow features that could use some improvement.
If my simple analysis warranted some more exploration - I would do an informal survey with my immediate internal colleagues - and possibly even my tight"
G. D. - "It's possible the Onboarding Flow is fine as it is - but I would do some initial hands-on exploring.
I would go through the boarding steps myself.
Re-Visit the flow with a clean perspective.
Take notes on Pros & Cons.
Things I liked.
Things I didn't like.
Create a table.
Brainstrorm some UI / UX / Flow features that could use some improvement.
If my simple analysis warranted some more exploration - I would do an informal survey with my immediate internal colleagues - and possibly even my tight"See full answer
"Hangouts 100k feedback gave 3* rating, in 2013. What to do next
Clarify:
Solving for 2013, should disregard changes made (Allo, Gchat, Gmeet) since then? [yes]
Is this on any specific platform - App Store or Play store? [both]
Consumer or Enterprise [consumer]
Problem framing - - - - - - - - - - - - -
Mission: org world info., be helpful. Hangouts role in this mission to help users stay connected, exchange info and content (via messages and calls)
Biz/ Prod goals
Growth/ acq
Install ba"
Calyan - "Hangouts 100k feedback gave 3* rating, in 2013. What to do next
Clarify:
Solving for 2013, should disregard changes made (Allo, Gchat, Gmeet) since then? [yes]
Is this on any specific platform - App Store or Play store? [both]
Consumer or Enterprise [consumer]
Problem framing - - - - - - - - - - - - -
Mission: org world info., be helpful. Hangouts role in this mission to help users stay connected, exchange info and content (via messages and calls)
Biz/ Prod goals
Growth/ acq
Install ba"See full answer
"with my_table as (select *
, rownumber() over(order by customerid) as row_index
from customers)
select
customer_id,
customer_name
from my_table
where row_index % 3 = 0"
Marcos G. - "with my_table as (select *
, rownumber() over(order by customerid) as row_index
from customers)
select
customer_id,
customer_name
from my_table
where row_index % 3 = 0"See full answer
"Assumptions and clarifying Questions
1 - This will be a feature within the existing FB App and would utilize existing features - YES
2 - What is the goal of this new feature - User acquisition & increase engagement
3 -Is this feature around playing sports or watching sports - Playing
4 - Any specific geography to target - US
5 - Both mobile and desktop platforms - YES
6 - Any specific demographic to target - You choose
7 - Any constraints around go to market - 6 months
8 - Any other"
R K. - "Assumptions and clarifying Questions
1 - This will be a feature within the existing FB App and would utilize existing features - YES
2 - What is the goal of this new feature - User acquisition & increase engagement
3 -Is this feature around playing sports or watching sports - Playing
4 - Any specific geography to target - US
5 - Both mobile and desktop platforms - YES
6 - Any specific demographic to target - You choose
7 - Any constraints around go to market - 6 months
8 - Any other"See full answer
"I always ask to clarify if this is a brand new team. If so, then I focus on bringing in people with strong technical aptitudes(since I'm hiring for software engineering), but also team members that have experience mentoring and good communication is a must. I look for people who have leadership qualities. I emphasize that building a brand new team isn't something I can do on my own, so the initial hires of that team are very important to help me expand it."
Catherine I. - "I always ask to clarify if this is a brand new team. If so, then I focus on bringing in people with strong technical aptitudes(since I'm hiring for software engineering), but also team members that have experience mentoring and good communication is a must. I look for people who have leadership qualities. I emphasize that building a brand new team isn't something I can do on my own, so the initial hires of that team are very important to help me expand it."See full answer
"Clarify Questions
• Target Audience: Are we focusing on existing TikTok users, new users, or both?
• Scope of Search Features: Are we looking at in-app search, search engine optimization (SEO), or both?
• Geographical Focus: Are there specific regions we are targeting for user acquisition?
Goal
Our primary goal is to increase user adoption and market share by making it easier for users to discover and engage with TikTok Shop through optimized search features.
User Segments
Current TikTo"
Vihari K. - "Clarify Questions
• Target Audience: Are we focusing on existing TikTok users, new users, or both?
• Scope of Search Features: Are we looking at in-app search, search engine optimization (SEO), or both?
• Geographical Focus: Are there specific regions we are targeting for user acquisition?
Goal
Our primary goal is to increase user adoption and market share by making it easier for users to discover and engage with TikTok Shop through optimized search features.
User Segments
Current TikTo"See full answer
"To start I would ask a few clarifying questions regarding the product and the company:
Does the mineral water have unique health benefits to the consumer?
I would ask for details about the bottle packaging - unique design elements, materials used, and options available
Is mineral water in the company's current product catalog?
Does the company sell high-end consumer products in the market
I would make certain assumptions for the sake of this question:
The mineral water is natura"
paddy19 - "To start I would ask a few clarifying questions regarding the product and the company:
Does the mineral water have unique health benefits to the consumer?
I would ask for details about the bottle packaging - unique design elements, materials used, and options available
Is mineral water in the company's current product catalog?
Does the company sell high-end consumer products in the market
I would make certain assumptions for the sake of this question:
The mineral water is natura"See full answer
"NPS is the Net Promoter Score. It basically measures if the users will promote or recommend our product or not.
Do we have any timelines for this?
Also Amazon as in the Amazon MarketPlace right?
So to improve NPS, we need to improve the customer experience and keep them more engaged. So lets focus on improving engagement.
Mission of Amazon - Help users get any and everything by just clicking some buttons at their doorstep.
Users
Demographics - Teenagers, Young Adults, Adults, Oldies
Pro"
Namrata L. - "NPS is the Net Promoter Score. It basically measures if the users will promote or recommend our product or not.
Do we have any timelines for this?
Also Amazon as in the Amazon MarketPlace right?
So to improve NPS, we need to improve the customer experience and keep them more engaged. So lets focus on improving engagement.
Mission of Amazon - Help users get any and everything by just clicking some buttons at their doorstep.
Users
Demographics - Teenagers, Young Adults, Adults, Oldies
Pro"See full answer