"
Project Overview: Real-Time Risk Management System
Objective
The goal was to develop a real-time risk management system capable of processing and analyzing large volumes of trading data to provide near-instantaneous risk assessments. This system was crucial for enabling traders to make informed decisions while managing their exposure to various market risks in real-time.
Complexity Factors
1. \\Data Volume and Velocity\\
\\High Throughput:\\ The system needed to ha"
Scott S. - "
Project Overview: Real-Time Risk Management System
Objective
The goal was to develop a real-time risk management system capable of processing and analyzing large volumes of trading data to provide near-instantaneous risk assessments. This system was crucial for enabling traders to make informed decisions while managing their exposure to various market risks in real-time.
Complexity Factors
1. \\Data Volume and Velocity\\
\\High Throughput:\\ The system needed to ha"See full answer
"As an engineering manager, motivation is key to the success of the team. Here are some ways to motivate the team:
Set clear goals: Clearly defined goals help team members understand what they're working towards and give them a sense of purpose.
Offer growth opportunities: Providing opportunities for professional development and advancement can increase motivation and job satisfaction.
Provide recognition and rewards: Recognising and rewarding team members for their hard work and achieve"
Santhosh K. - "As an engineering manager, motivation is key to the success of the team. Here are some ways to motivate the team:
Set clear goals: Clearly defined goals help team members understand what they're working towards and give them a sense of purpose.
Offer growth opportunities: Providing opportunities for professional development and advancement can increase motivation and job satisfaction.
Provide recognition and rewards: Recognising and rewarding team members for their hard work and achieve"See full answer
"Clarifying questions:
Who is launching this service (some options that come to mind are):
Google ? If yes, why? Will it be a new product within the Google ecosystem or feature within existing and relevant Google Products (google maps, search)
Startup? What is the current status of the startup/service designing it for hotels
Uber/Taxi service providers - Trying to diversify their revenue stream/ add new level of engagement?
Hospitality companies/hotels?
B"
Deepti D. - "Clarifying questions:
Who is launching this service (some options that come to mind are):
Google ? If yes, why? Will it be a new product within the Google ecosystem or feature within existing and relevant Google Products (google maps, search)
Startup? What is the current status of the startup/service designing it for hotels
Uber/Taxi service providers - Trying to diversify their revenue stream/ add new level of engagement?
Hospitality companies/hotels?
B"See full answer
"Time taken: ~40min.
I made up how Gmail Ads work
A: Do you mind if I clarify a few things about this question?
G: Sure!
A: I would like to understand what Gmail ads is and how it works?
G: Gmail ads are interactive ads that show in the Promotions and Social tabs of your inbox.
A: I know there can be other emails under Promotions or Social tab such as different brands sending promotional emails.
G: Gmail ads look different and are labeled as "ads by gmail"
A: Great. And how does Gmail ads make"
Araz J. - "Time taken: ~40min.
I made up how Gmail Ads work
A: Do you mind if I clarify a few things about this question?
G: Sure!
A: I would like to understand what Gmail ads is and how it works?
G: Gmail ads are interactive ads that show in the Promotions and Social tabs of your inbox.
A: I know there can be other emails under Promotions or Social tab such as different brands sending promotional emails.
G: Gmail ads look different and are labeled as "ads by gmail"
A: Great. And how does Gmail ads make"See full answer
Product Strategy
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Break down into:
OPEX
#Employees x $avg. cost per employee
$Overhead (mktg, legal, compliance)
Content cost (creator payments) 80% of advert. revenue
Elec, cooling, maintenance
CAPEX
#Data centers
Avg servers per data center
Avg. cost $ per server"
James M. - "Break down into:
OPEX
#Employees x $avg. cost per employee
$Overhead (mktg, legal, compliance)
Content cost (creator payments) 80% of advert. revenue
Elec, cooling, maintenance
CAPEX
#Data centers
Avg servers per data center
Avg. cost $ per server"See full answer
"Assumptions:
The question is for a PM working for a refrigerator startup company and for a domestic refrigerator (not industrial). The first model comes in the most commonly used form factor with fridge/freezer split, and it has standard cooling specifications. Target market is the US. The startup is for profit.
Product goal:
To make interacting with refrigerator easy, seamless and pleasurable for the blind.
Target users and channel partners:
Fully blind people between the ages o"
Nr 9. - "Assumptions:
The question is for a PM working for a refrigerator startup company and for a domestic refrigerator (not industrial). The first model comes in the most commonly used form factor with fridge/freezer split, and it has standard cooling specifications. Target market is the US. The startup is for profit.
Product goal:
To make interacting with refrigerator easy, seamless and pleasurable for the blind.
Target users and channel partners:
Fully blind people between the ages o"See full answer
"Since there is a need for the data to be accurate and consistent without any latency to allocate a spot, can't the data be synchronously synced to replicas after every write as the number of writes are not many per min, instead of read lock phenomena
Let me know if i am on a wrong thought here."
Chitapuram N. - "Since there is a need for the data to be accurate and consistent without any latency to allocate a spot, can't the data be synchronously synced to replicas after every write as the number of writes are not many per min, instead of read lock phenomena
Let me know if i am on a wrong thought here."See full answer
"Few clarifying questions here
Is the competitor a service and does it have other offerings as well? Is it charging $5 for a service or only email?
Is it for a specific platform here? Or does it include all platforms?
Does the competitor have a huge market share/or is it a small company?
Let's assume it's only for email's
The structure I would want to layout for knowing what to do next for Gmail would be the following - Mission, Goals, Google's revenue model, Customer Profiles using Gm"
Pratik M. - "Few clarifying questions here
Is the competitor a service and does it have other offerings as well? Is it charging $5 for a service or only email?
Is it for a specific platform here? Or does it include all platforms?
Does the competitor have a huge market share/or is it a small company?
Let's assume it's only for email's
The structure I would want to layout for knowing what to do next for Gmail would be the following - Mission, Goals, Google's revenue model, Customer Profiles using Gm"See full answer
"Clarification: Believe no constraints such as for specific market or for specific device,
No specific goal , can explore what improve means.
Goal: can I assume improve user experience and resolve pain points, and not around monetization
So goal could be to improve engagement and higher customer satisfaction with google news as a product, so basically more usage, and lower churn
So more DAU
Users:
Consumers based on how they consume:
Deep dive into news reports in a specific area of the"
Shiva S. - "Clarification: Believe no constraints such as for specific market or for specific device,
No specific goal , can explore what improve means.
Goal: can I assume improve user experience and resolve pain points, and not around monetization
So goal could be to improve engagement and higher customer satisfaction with google news as a product, so basically more usage, and lower churn
So more DAU
Users:
Consumers based on how they consume:
Deep dive into news reports in a specific area of the"See full answer
"Start by explaining your understanding of Google Maps.
It is a free web/mobile-based feature that allows users to
navigate from Point A to B, trip planning
locate restaurants, hair salons, other points of interest around a point on the map
Businesses use to sponsor advertisements based on Map search string.
Clarify what does improvement means, "Improve" is a loaded term - what do we mean by improvement: increased ad revenue, improve the quality of the results, increase downloads, imp"
Rachita D. - "Start by explaining your understanding of Google Maps.
It is a free web/mobile-based feature that allows users to
navigate from Point A to B, trip planning
locate restaurants, hair salons, other points of interest around a point on the map
Businesses use to sponsor advertisements based on Map search string.
Clarify what does improvement means, "Improve" is a loaded term - what do we mean by improvement: increased ad revenue, improve the quality of the results, increase downloads, imp"See full answer
"Clarifying questions:
Do we want to focus on front end or backend?
Front end
Do we want to focus on any particular platform? For ex: Site, mobile, apps
Interviewer: Desktop
Is there anything tools on gmail that you'd like me to focus on? For ex: Meet, Hangouts, Notes
Interviewer: Just the main product
Are there any specific product buckets that you'd like me to go through? For ex: Sign up flows, login flows, security, product experience, sign out flow, recommend"
Amy M. - "Clarifying questions:
Do we want to focus on front end or backend?
Front end
Do we want to focus on any particular platform? For ex: Site, mobile, apps
Interviewer: Desktop
Is there anything tools on gmail that you'd like me to focus on? For ex: Meet, Hangouts, Notes
Interviewer: Just the main product
Are there any specific product buckets that you'd like me to go through? For ex: Sign up flows, login flows, security, product experience, sign out flow, recommend"See full answer
"The company culture is very supportive and collaborative. Googlers are encouraged to be creative and innovative, and there is a lot of freedom to explore new ideas.
The work is challenging and rewarding. Googlers have the opportunity to work on cutting-edge projects that have a real impact on the world.
The company is committed to diversity and inclusion. Google is a great place to work for people from all backgrounds and with all different perspectives.
I am confident that I would b"
Praful B. - "The company culture is very supportive and collaborative. Googlers are encouraged to be creative and innovative, and there is a lot of freedom to explore new ideas.
The work is challenging and rewarding. Googlers have the opportunity to work on cutting-edge projects that have a real impact on the world.
The company is committed to diversity and inclusion. Google is a great place to work for people from all backgrounds and with all different perspectives.
I am confident that I would b"See full answer
"I watched a couple of videos like this, one of them by Exponent staff (I think). It was disappointing that the architecture diagram and the walkthrough was a general layered architecture that you can apply to any backend system. I was wondering if there are videos that can be considered a reference material to watch, learn and improve on the tech (sys design) skills, and not so much about the soft skills."
BriskD - "I watched a couple of videos like this, one of them by Exponent staff (I think). It was disappointing that the architecture diagram and the walkthrough was a general layered architecture that you can apply to any backend system. I was wondering if there are videos that can be considered a reference material to watch, learn and improve on the tech (sys design) skills, and not so much about the soft skills."See full answer
"A gas station is a place to refuel our cars to a set amount, pay for it, and get out.
What do we mean by great - do we want to revamp the experience of a gas station? Yes.
Who are we? Let's say we are one of the big oil dealerships in the US.
OK, so we are looking at building this in the US? Yes.
Is this for a specific type of gas station - for trucks, normal cars, or other special vehicles? Assume it's for normal cars.
We are a big oil dealership and we want to revamp our gas stations."
Gokul S. - "A gas station is a place to refuel our cars to a set amount, pay for it, and get out.
What do we mean by great - do we want to revamp the experience of a gas station? Yes.
Who are we? Let's say we are one of the big oil dealerships in the US.
OK, so we are looking at building this in the US? Yes.
Is this for a specific type of gas station - for trucks, normal cars, or other special vehicles? Assume it's for normal cars.
We are a big oil dealership and we want to revamp our gas stations."See full answer
"Any answer after this video won't compare. Not an expert. With that caveat out of the way, here is my answer
I'd break this work into different phases = Discovery Phase, Planning Phase, Execution Phase, Monitoring phase, Ongoing
Discovery : How many Products does this enterprise have? Are we talking about internally developed Products that we sell in the market place? or also third party Products that our enterprise has purchased for internal use? Should we include Operating Systems, net"
Adib M. - "Any answer after this video won't compare. Not an expert. With that caveat out of the way, here is my answer
I'd break this work into different phases = Discovery Phase, Planning Phase, Execution Phase, Monitoring phase, Ongoing
Discovery : How many Products does this enterprise have? Are we talking about internally developed Products that we sell in the market place? or also third party Products that our enterprise has purchased for internal use? Should we include Operating Systems, net"See full answer
"I most want to communicate a few principals of conflict resolution that I believe were integral in this situation, which are mutual respect, a results orientation, an unwavering focus on the user.
To that end, here’s how I’d like to structure this answer: First, I’ll tell you about the project we were working on, to provide some background for you. Second, I’ll describe the disagreement. Third, I’ll describe how we arrived at a solution, and finally, I’ll discuss how those 3 conflict resolut"
Ross B. - "I most want to communicate a few principals of conflict resolution that I believe were integral in this situation, which are mutual respect, a results orientation, an unwavering focus on the user.
To that end, here’s how I’d like to structure this answer: First, I’ll tell you about the project we were working on, to provide some background for you. Second, I’ll describe the disagreement. Third, I’ll describe how we arrived at a solution, and finally, I’ll discuss how those 3 conflict resolut"See full answer