"We were working on a very high stake migration project where were suppose to migrate all the traffic (more than 40 million users per day) from legacy to modern micro-services based architecture.
Before making this massive migration decision, company has already developed a lot of services outside monolith and we were suppose to utilise those services. Some these services there were PADs responsible to communicate the specific vendor APIs. For each vendor we had a dedicated PAD.
Fast forward"
Mohammad shahid S. - "We were working on a very high stake migration project where were suppose to migrate all the traffic (more than 40 million users per day) from legacy to modern micro-services based architecture.
Before making this massive migration decision, company has already developed a lot of services outside monolith and we were suppose to utilise those services. Some these services there were PADs responsible to communicate the specific vendor APIs. For each vendor we had a dedicated PAD.
Fast forward"See full answer
"Prompt - annual cost of managing Google photos (note - I believe Google doesn't ask estimation question anymore, not sure who/here/how this was asked)
We will go over what Google photos is, its users, how they use photos, what costs are incurred, estimation - base case then scale it out, gut check the answers, and arrive at an estimate
Google photos is a photo and video storage service.
Its users are
Content creators/users
Google (hosting)
Other service providers that provide value-add"
Glados - "Prompt - annual cost of managing Google photos (note - I believe Google doesn't ask estimation question anymore, not sure who/here/how this was asked)
We will go over what Google photos is, its users, how they use photos, what costs are incurred, estimation - base case then scale it out, gut check the answers, and arrive at an estimate
Google photos is a photo and video storage service.
Its users are
Content creators/users
Google (hosting)
Other service providers that provide value-add"See full answer
"Ask clarifying questions:
There are a few different products within Coinbase platform - Coinbase, Coinbase Pro, Coinbase Wallet. Which one would you like me to focus on?
Let’s assume it is Coinbase main app
Coinbase has both desktop and mobile apps - is it ok if I focus on one of them first, and if time permits, extend it to another?
Let’s assume we focus on the mobile version
Coinbase is available in 100+ countries, can I focus on the US version?
Let’s assume yes.
Is"
Asset T. - "Ask clarifying questions:
There are a few different products within Coinbase platform - Coinbase, Coinbase Pro, Coinbase Wallet. Which one would you like me to focus on?
Let’s assume it is Coinbase main app
Coinbase has both desktop and mobile apps - is it ok if I focus on one of them first, and if time permits, extend it to another?
Let’s assume we focus on the mobile version
Coinbase is available in 100+ countries, can I focus on the US version?
Let’s assume yes.
Is"See full answer
"I’ll first set the purpose of Instagram Reels Ads as a product:
Instagram Reels connect to Meta’s mission of building meaningful connections and build community via connecting people through visual storytelling. It’s a popular product with typically Billions of active users. The business model of Meta is largely dependent on ad revenue and Ads on Reels shall primarily be poised to improve revenue for Instagram Reels and in turn Meta, and on secondary notes the upside could be in improving produc"
Arunima S. - "I’ll first set the purpose of Instagram Reels Ads as a product:
Instagram Reels connect to Meta’s mission of building meaningful connections and build community via connecting people through visual storytelling. It’s a popular product with typically Billions of active users. The business model of Meta is largely dependent on ad revenue and Ads on Reels shall primarily be poised to improve revenue for Instagram Reels and in turn Meta, and on secondary notes the upside could be in improving produc"See full answer
Product Manager
Analytical
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"As always, I'd start this discussion by asking a couple clarifying questions. In particular, I'd like to learn more from the interviewer about what "not pulling as hard" looks like. Does it mean:
lower code output relative to the rest of the team
lower velocity per sprint in terms of story points
less participation in code reviews
minimal participation in meetings and ceremonies
Or perhaps it's a combination of these. As others have pointed out, I'd also want to confirm that I am not ma"
Seth W. - "As always, I'd start this discussion by asking a couple clarifying questions. In particular, I'd like to learn more from the interviewer about what "not pulling as hard" looks like. Does it mean:
lower code output relative to the rest of the team
lower velocity per sprint in terms of story points
less participation in code reviews
minimal participation in meetings and ceremonies
Or perhaps it's a combination of these. As others have pointed out, I'd also want to confirm that I am not ma"See full answer
"average price per transaction would drop because we might not be considering currency exchange rates, which is much lower in India and Southeast Asia, when aggregating data globally.
to define success, i'll first segment the data, separating existing markets to newer ones to check if that is the cause of the dropping average price. then i'll select a north star metric, which would be the number of completed transactions vs. attempted. i'll also track supporting metrics like usage frequency and"
Sam E. - "average price per transaction would drop because we might not be considering currency exchange rates, which is much lower in India and Southeast Asia, when aggregating data globally.
to define success, i'll first segment the data, separating existing markets to newer ones to check if that is the cause of the dropping average price. then i'll select a north star metric, which would be the number of completed transactions vs. attempted. i'll also track supporting metrics like usage frequency and"See full answer
"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
"It is very easy to shy away and not make a decision because you might feel the right information is not there to make a decision
While dealing with ambiguity it is essential to remain Calm. And Establish what it is you want to achieve by asking a lot of questions to the necessary stakeholders
Access the risk, analyze the data at hand, ask the right questions, and be very clear and concise in decision-making"
Satish murthy D. - "It is very easy to shy away and not make a decision because you might feel the right information is not there to make a decision
While dealing with ambiguity it is essential to remain Calm. And Establish what it is you want to achieve by asking a lot of questions to the necessary stakeholders
Access the risk, analyze the data at hand, ask the right questions, and be very clear and concise in decision-making"See full answer
"Clarification:
What are we trying to improve on Facebook Marketplace?
I would like you to ponder on this.
I'll take on how to monetize the Marketplace. Thus, improving it from the company's perspective
Do we have any particular Demography in Mind
Take India, as it is one of the biggest market available.
What do I understand by Facebook Marketplace?
It is a place where both buyers and sellers get a chance to connect within Facebook. The Sellers have the option of postin"
Lokesh K. - "Clarification:
What are we trying to improve on Facebook Marketplace?
I would like you to ponder on this.
I'll take on how to monetize the Marketplace. Thus, improving it from the company's perspective
Do we have any particular Demography in Mind
Take India, as it is one of the biggest market available.
What do I understand by Facebook Marketplace?
It is a place where both buyers and sellers get a chance to connect within Facebook. The Sellers have the option of postin"See full answer
"I want to work at Meta because of its reputation as a company that consistently pushes the boundaries of technology, particularly in areas like AI, machine learning, and immersive technologies such as AR and VR. I admire Meta's mission to bring people closer together and create meaningful connections, as well as its focus on long-term innovation, such as the development of the metaverse.
As an AI engineer, I'm excited about the opportunity to work on cutting-edge projects that have a global impa"
Alan T. - "I want to work at Meta because of its reputation as a company that consistently pushes the boundaries of technology, particularly in areas like AI, machine learning, and immersive technologies such as AR and VR. I admire Meta's mission to bring people closer together and create meaningful connections, as well as its focus on long-term innovation, such as the development of the metaverse.
As an AI engineer, I'm excited about the opportunity to work on cutting-edge projects that have a global impa"See full answer
"Follow STAR
Example:
In my most recent role at x, we've been working every quarter to set our quarterly goals or even decide for the year but given in 2022 we've been through a great resignation phase there was a high attrition because of which we have overloaded engineering teams.
During last quarterly planning, I started to question with my manager about giving a focus to our engineering, so we complete one thing absolutely fine which is more impactful for our customers and add immediate val"
Ash I. - "Follow STAR
Example:
In my most recent role at x, we've been working every quarter to set our quarterly goals or even decide for the year but given in 2022 we've been through a great resignation phase there was a high attrition because of which we have overloaded engineering teams.
During last quarterly planning, I started to question with my manager about giving a focus to our engineering, so we complete one thing absolutely fine which is more impactful for our customers and add immediate val"See full answer
"FB Vision
Why is this problem important - bad ads can drive customer churn and pose reputational risks in terms of law suits.
What is a bad ad defined as - we will exclude ad relevance. any ad that is inappropriate, harmful, and misleading.
What is the user journey >>
Businesses creates ads, ads are verified by FB team who will remove any bad ads, ads get published after verification, user sees the ads, reports if they dont like it, and the team verifies it again and if bad, removes it.
N"
Neha A. - "FB Vision
Why is this problem important - bad ads can drive customer churn and pose reputational risks in terms of law suits.
What is a bad ad defined as - we will exclude ad relevance. any ad that is inappropriate, harmful, and misleading.
What is the user journey >>
Businesses creates ads, ads are verified by FB team who will remove any bad ads, ads get published after verification, user sees the ads, reports if they dont like it, and the team verifies it again and if bad, removes it.
N"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
"Assumption about the teleportation machine:
Teleportation is instantaneous like Star Trek
The product does not take too much space maybe 6 ft by 6 ft and 10ft high is good enough
Teleportation works vertically both above ground and underground as well as going 100 meters horizontally
If possible you can combine multiple teleportation machine to repeat teleportation
Users groups
A product like this can be leveraged for almost everyone but I think I want to focus on users who ha"
Niaz - "Assumption about the teleportation machine:
Teleportation is instantaneous like Star Trek
The product does not take too much space maybe 6 ft by 6 ft and 10ft high is good enough
Teleportation works vertically both above ground and underground as well as going 100 meters horizontally
If possible you can combine multiple teleportation machine to repeat teleportation
Users groups
A product like this can be leveraged for almost everyone but I think I want to focus on users who ha"See full answer
"First, let’s discuss why this is important for any platform business
Think of platform businesses like Amazon or YouTube as matchmakers. They connect people who want something with those who provide it, whether it's products or content.
But here's the catch: users trust these platforms to make sure they're getting good stuff. They want genuine products, safe content, and no scams.
So, platforms need to be like guardians. They check suppliers and content creators to make sure they're not"
Jay K. - "First, let’s discuss why this is important for any platform business
Think of platform businesses like Amazon or YouTube as matchmakers. They connect people who want something with those who provide it, whether it's products or content.
But here's the catch: users trust these platforms to make sure they're getting good stuff. They want genuine products, safe content, and no scams.
So, platforms need to be like guardians. They check suppliers and content creators to make sure they're not"See full answer
"It depends on how computers are distributed. Are they located within same network (behind same switch or router) or distributed across globally? Also, it depends upon if there are any security related encryption or decryption algorithms being executed. Similarly, there are so many factors involved in it. However, if a system is highly responsive then this time might be less than 1 second. For example, any google search responds in less than 1 sec.
It is an interesting question and I am eager t"
Rashmi T. - "It depends on how computers are distributed. Are they located within same network (behind same switch or router) or distributed across globally? Also, it depends upon if there are any security related encryption or decryption algorithms being executed. Similarly, there are so many factors involved in it. However, if a system is highly responsive then this time might be less than 1 second. For example, any google search responds in less than 1 sec.
It is an interesting question and I am eager t"See full answer
"During my time as a Product Manager, we were preparing for a major product release with a tight deadline and discovered that implementing both a new feature and crucial performance improvements wasn't feasible within the timeframe. So, I organized a meeting with stakeholders to assess the impact of each option. We analyzed user data, projected ROI, and considered long-term product strategy. Ultimately, I decided to prioritize the performance improvements.
As a result, the product launched on tim"
Vaishnavi T. - "During my time as a Product Manager, we were preparing for a major product release with a tight deadline and discovered that implementing both a new feature and crucial performance improvements wasn't feasible within the timeframe. So, I organized a meeting with stakeholders to assess the impact of each option. We analyzed user data, projected ROI, and considered long-term product strategy. Ultimately, I decided to prioritize the performance improvements.
As a result, the product launched on tim"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