"Clarifying Questions and possible responses:
both audio and video
goals: increase engagement time among groups/communitites and not require another platform to do group call (be one-stop for communication)
region-TBD
ios/android
only available to users in a group to call users within the group
who can intitiate these calls?- only admin? or anyone?
metrics:NSM: feature engagement (C), number of calls made in a week per user (C).
PM: % of people joining the call in a group"
theproductguy - "Clarifying Questions and possible responses:
both audio and video
goals: increase engagement time among groups/communitites and not require another platform to do group call (be one-stop for communication)
region-TBD
ios/android
only available to users in a group to call users within the group
who can intitiate these calls?- only admin? or anyone?
metrics:NSM: feature engagement (C), number of calls made in a week per user (C).
PM: % of people joining the call in a group"See full answer
"We will not always have all the required data to make a decision quickly. We need to work with ambiguity effectively by tying up the available facts with intuition."
Sankar S. - "We will not always have all the required data to make a decision quickly. We need to work with ambiguity effectively by tying up the available facts with intuition."See full answer
"It would have been more interesting to focus on the system design rather than the Trie DS, Interviewee could have just mentioned the Trie and passed to things more important.
Interviewee should have focused on the factors on which he wants to scale the API servers, popularity of the query parts ? region may be ? A hash of many factors ?
Caches should have definitely be discussed, Cache eviction policies, Cache invalidation managements...
Interviewee should have mentioned which kind of API pro"
Aymen D. - "It would have been more interesting to focus on the system design rather than the Trie DS, Interviewee could have just mentioned the Trie and passed to things more important.
Interviewee should have focused on the factors on which he wants to scale the API servers, popularity of the query parts ? region may be ? A hash of many factors ?
Caches should have definitely be discussed, Cache eviction policies, Cache invalidation managements...
Interviewee should have mentioned which kind of API pro"See full answer
"Super helpful video on metrics and experimentation design!
However, I did not see any discussion on the actual algorithm improvement ideas. So it left me with these questions:
1) How would you actually improve the algorithm? (e.g. sorting based on amenities preferences, miles from airport, etc.). Of course, totally makes sense that we would test how that improvement moved our chosen success metrics.
2) Should we be choosing one metric or one set of metrics we want to optimize for when we impro"
Anonymous Crab - "Super helpful video on metrics and experimentation design!
However, I did not see any discussion on the actual algorithm improvement ideas. So it left me with these questions:
1) How would you actually improve the algorithm? (e.g. sorting based on amenities preferences, miles from airport, etc.). Of course, totally makes sense that we would test how that improvement moved our chosen success metrics.
2) Should we be choosing one metric or one set of metrics we want to optimize for when we impro"See full answer
"It's fair to assume a tech lead is an experienced person, especially in bigger organizations like Google. How we shape our thought process is part of our past experiences of default nature.
I will first give it some time before I react/respond. I will try to understand the pattern where the tech lead is being devil's advocate. Eg. If he is being negative about PRD everytime, that means he had past experiences where the PRD was incomplete or scope was change;
if is negative about testing scena"
Dewansh Z. - "It's fair to assume a tech lead is an experienced person, especially in bigger organizations like Google. How we shape our thought process is part of our past experiences of default nature.
I will first give it some time before I react/respond. I will try to understand the pattern where the tech lead is being devil's advocate. Eg. If he is being negative about PRD everytime, that means he had past experiences where the PRD was incomplete or scope was change;
if is negative about testing scena"See full answer
Product Manager
Behavioral
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"we can use two pointer + set like maintain i,j and also insert jth character to set like while set size is equal to our window j-i+1 then maximize our answer and increase jth pointer till last index"
Kishor J. - "we can use two pointer + set like maintain i,j and also insert jth character to set like while set size is equal to our window j-i+1 then maximize our answer and increase jth pointer till last index"See full answer
"Clarification Qs:
What does "split" mean here? - split the UI and if so how (through tabs?)
What counts as "media" - clarified already
What is prompting us to consider this change? - any negative feedback from the users/ decrease in certain Newsfeed metrics like engagement etc/ any particular business goal?
is this across or platforms eg desktop/mobile ?
Is this for all regions?
Mission of FB: Fb's mission is to bring people closer together by enabling them to build communiti"
A G. - "Clarification Qs:
What does "split" mean here? - split the UI and if so how (through tabs?)
What counts as "media" - clarified already
What is prompting us to consider this change? - any negative feedback from the users/ decrease in certain Newsfeed metrics like engagement etc/ any particular business goal?
is this across or platforms eg desktop/mobile ?
Is this for all regions?
Mission of FB: Fb's mission is to bring people closer together by enabling them to build communiti"See full answer
"demonstrate your ability to recognize and nurture talent, provide growth opportunities, and create an environment that supports and challenges high-performing individuals. Use a real-life example to illustrate your approach and showcase your leadership skills.
Managing high performers is an exciting and rewarding aspect of being an engineering manager. These individuals are often the driving force behind innovation, productivity, and success within a team. As a manager, it's crucial to recogni"
Sam T. - "demonstrate your ability to recognize and nurture talent, provide growth opportunities, and create an environment that supports and challenges high-performing individuals. Use a real-life example to illustrate your approach and showcase your leadership skills.
Managing high performers is an exciting and rewarding aspect of being an engineering manager. These individuals are often the driving force behind innovation, productivity, and success within a team. As a manager, it's crucial to recogni"See full answer
"What are you strengths -:
My strengths would include my eagerness to learn. This allows me to be open to new projects, roles and products and I can give my 100% to achieve the goals expected of me
Other strengths would include my collaborative approach to work. I believe a team can achieve tremendous success if shares a common goal, respects other's opinions and contribution and is built on fundamental of trust
Finally my biggest strength would be my commitment and passion to solve the custome"
Amit A. - "What are you strengths -:
My strengths would include my eagerness to learn. This allows me to be open to new projects, roles and products and I can give my 100% to achieve the goals expected of me
Other strengths would include my collaborative approach to work. I believe a team can achieve tremendous success if shares a common goal, respects other's opinions and contribution and is built on fundamental of trust
Finally my biggest strength would be my commitment and passion to solve the custome"See full answer
"Situation:
Was given negative feedback about an aspect of my communications. The person said it made them worried because of the brevity and the format of some messages. (Their worry was that a longer negative message was coming)
Task(s):
Reflected on feedback about my communication style.
Acknowledged the point.
Assumed best intentions on the part of the person giving the feedback
Saw things from the other person's point of view
Action(s):
In private - Apologised to the person wh"
Hans - "Situation:
Was given negative feedback about an aspect of my communications. The person said it made them worried because of the brevity and the format of some messages. (Their worry was that a longer negative message was coming)
Task(s):
Reflected on feedback about my communication style.
Acknowledged the point.
Assumed best intentions on the part of the person giving the feedback
Saw things from the other person's point of view
Action(s):
In private - Apologised to the person wh"See full answer
"Would consider the following factors:
Customer demographic and preferences
Location of the warehouse and what's the local product trends
Seasonality and time of the year for trendy products
Balance of volume and margin products
Supply chain consideration
Competition analysis
Inventory turn over rate
eCommerce aspects of the inventory
Plus the following types:
Essential and groceries
Electronic and entertainment
Apparel and footwear
Home and lifestyle
Seasonal and promo"
onering2ruleall - "Would consider the following factors:
Customer demographic and preferences
Location of the warehouse and what's the local product trends
Seasonality and time of the year for trendy products
Balance of volume and margin products
Supply chain consideration
Competition analysis
Inventory turn over rate
eCommerce aspects of the inventory
Plus the following types:
Essential and groceries
Electronic and entertainment
Apparel and footwear
Home and lifestyle
Seasonal and promo"See full answer
"Load Balancer, Multiple API Servers, game Service, pub-sub system, HTTP Long Polling for status updates, write-through cache. No SQL DB to store user, game, and move information."
gdecuri - "Load Balancer, Multiple API Servers, game Service, pub-sub system, HTTP Long Polling for status updates, write-through cache. No SQL DB to store user, game, and move information."See full answer
"I'm going to structure my answer like this so it is easy for both of us to follow up and grasp them easily.
Let's first clear out some of the grey areas and make them black and white. Also, decide what are in-scope and out of scope.
Second, let's understand what is our goal for improvement - is it the customer experience or any specific feature in mind? for a group of users?
Third, I will brainstorm what are the pain points for user personas and solutions to improve them.
Fourth, I will priorit"
Suhasan C. - "I'm going to structure my answer like this so it is easy for both of us to follow up and grasp them easily.
Let's first clear out some of the grey areas and make them black and white. Also, decide what are in-scope and out of scope.
Second, let's understand what is our goal for improvement - is it the customer experience or any specific feature in mind? for a group of users?
Third, I will brainstorm what are the pain points for user personas and solutions to improve them.
Fourth, I will priorit"See full answer
"Step 1: Define Objectives and Key Metrics
Objectives:
Understand the demand for group video calling.
Assess the potential impact on user engagement.
Identify technical and user experience considerations.
Key Metrics:
Call Frequency: Number of 1:1 calls per user.
Call Duration: Average duration of 1:1 calls.
Call Participants: Identify users who frequently call multiple individuals.
Concurrent Calls: Instances where users are engaged in multiple 1:1 call"
Bhavna S. - "Step 1: Define Objectives and Key Metrics
Objectives:
Understand the demand for group video calling.
Assess the potential impact on user engagement.
Identify technical and user experience considerations.
Key Metrics:
Call Frequency: Number of 1:1 calls per user.
Call Duration: Average duration of 1:1 calls.
Call Participants: Identify users who frequently call multiple individuals.
Concurrent Calls: Instances where users are engaged in multiple 1:1 call"See full answer
"Clarifying questions
1/ Any other products in VC portfolio I need to be aware of - "no"
2/ Market focus? - "no"
Started off by stating database marketing
1/ SQL
2/ NoSQL
Data models mostly relational
Database trends
1/ Vector databases
2/ Growth in cloud / fully managed databases
3/ Multi cloud is important to avoid vendor lock in
Ultimately Price/performance is king
Competition
1/ Large cloud providers - AWS/GCP/Azure
2/ Legacy databases - Oracle/SQL Server
3/ Niche players - Vitess, Coc"
Glados - "Clarifying questions
1/ Any other products in VC portfolio I need to be aware of - "no"
2/ Market focus? - "no"
Started off by stating database marketing
1/ SQL
2/ NoSQL
Data models mostly relational
Database trends
1/ Vector databases
2/ Growth in cloud / fully managed databases
3/ Multi cloud is important to avoid vendor lock in
Ultimately Price/performance is king
Competition
1/ Large cloud providers - AWS/GCP/Azure
2/ Legacy databases - Oracle/SQL Server
3/ Niche players - Vitess, Coc"See full answer
"1. Sales & Revenue Metrics
Total Units Sold – Tracks overall headset sales volume.
Revenue Growth (%) – Measures whether revenue is increasing from headset sales over time.
Sales by Channel – Identifies how sales are distributed across Google Store, third-party retailers (Amazon, Best Buy), and carrier partnerships.
Sales by Region – Helps understand geographic demand and refine regional marketing efforts.
Attach Rate – Measures how often the headset is purc"
fuzzyicecream14 - "1. Sales & Revenue Metrics
Total Units Sold – Tracks overall headset sales volume.
Revenue Growth (%) – Measures whether revenue is increasing from headset sales over time.
Sales by Channel – Identifies how sales are distributed across Google Store, third-party retailers (Amazon, Best Buy), and carrier partnerships.
Sales by Region – Helps understand geographic demand and refine regional marketing efforts.
Attach Rate – Measures how often the headset is purc"See full answer
"My approach is try to narrow down by 4W1H.
When - When this happened? Still continuously happen the problem?
Where - Is this happen specific region or entire customers?
What - What kind of problem? One time big error or any data show the curve?
Who - Is it all platform or specific platform (Web, iOS, Android)
How - How serious problem? How many customer affected?
Next step is to narrow down the causes is from internal factors or external factors.
For internal factors:
Any recent up"
Takashi M. - "My approach is try to narrow down by 4W1H.
When - When this happened? Still continuously happen the problem?
Where - Is this happen specific region or entire customers?
What - What kind of problem? One time big error or any data show the curve?
Who - Is it all platform or specific platform (Web, iOS, Android)
How - How serious problem? How many customer affected?
Next step is to narrow down the causes is from internal factors or external factors.
For internal factors:
Any recent up"See full answer
"First of all, I’d like to identify what is Google’s business model and Google’s presence in the emerging market. I can categorize 3 main buckets. Consumer, developer, enterprise business.
Google mainly offers a free Android OS platform and several services; such as Gmail, Google Map, Youtube, and Search engine for consumers business. The consumer can use those free services in exchange for providing data. That is the main hook for the ads revenues.
For the developer’s segment, Google provides"
Takashi M. - "First of all, I’d like to identify what is Google’s business model and Google’s presence in the emerging market. I can categorize 3 main buckets. Consumer, developer, enterprise business.
Google mainly offers a free Android OS platform and several services; such as Gmail, Google Map, Youtube, and Search engine for consumers business. The consumer can use those free services in exchange for providing data. That is the main hook for the ads revenues.
For the developer’s segment, Google provides"See full answer