"I've recently worked closely with a product that had both the best and worst performing teams.
The situation is that one team is struggling to deliver within a reasonable timeframe, a few stronger members of the team are carrying the weaker. Work is taking a long time. They aren't listening to each other. They aren't helping each other to get work over the line. They are getting stuck down rabbit holes. They aren't continually improving their processes. They are getting frustrated and at risk o"
James W. - "I've recently worked closely with a product that had both the best and worst performing teams.
The situation is that one team is struggling to deliver within a reasonable timeframe, a few stronger members of the team are carrying the weaker. Work is taking a long time. They aren't listening to each other. They aren't helping each other to get work over the line. They are getting stuck down rabbit holes. They aren't continually improving their processes. They are getting frustrated and at risk o"See full answer
"I would structure my answer to this question by considering:
Clarifying Questions
Landscape
Options for Growth
Prioritization
Risks & Considerations
Clarifying Questions
Are we talking about Uber’s ride sharing service, Uber Eats, or both? -- assume Uber rides
Do we care about total users who have ever used the platform, or total users per day/time period? -- assume ever
How many resources do we have to acquire resources? -- assume have a budget larger than the curre"
Maggie S. - "I would structure my answer to this question by considering:
Clarifying Questions
Landscape
Options for Growth
Prioritization
Risks & Considerations
Clarifying Questions
Are we talking about Uber’s ride sharing service, Uber Eats, or both? -- assume Uber rides
Do we care about total users who have ever used the platform, or total users per day/time period? -- assume ever
How many resources do we have to acquire resources? -- assume have a budget larger than the curre"See full answer
"Is the "idea" I'm trying to sell something new or built off an existing service/product we offer?
Interviewer: Let's assume new.
Assuming it's a proper sit-down meeting with senior management to go over the proposal, here is what the slide deck would contain.
Introduction/Description of the problem I'm trying to solve: Before proposing a solution, it is important to first identify the problem we're trying to solve. This section would contain the description of the problem/pain poi"
Harshita G. - "Is the "idea" I'm trying to sell something new or built off an existing service/product we offer?
Interviewer: Let's assume new.
Assuming it's a proper sit-down meeting with senior management to go over the proposal, here is what the slide deck would contain.
Introduction/Description of the problem I'm trying to solve: Before proposing a solution, it is important to first identify the problem we're trying to solve. This section would contain the description of the problem/pain poi"See full answer
"Excellent job Roshan, really liked the explanation. Which software were you using to explain the system design diagrams?"
Krishnan S. - "Excellent job Roshan, really liked the explanation. Which software were you using to explain the system design diagrams?"See full answer
"What is rider cancellation? Is it a rider requesting a ride but hitting the cancel button after the driver is on their way? Yes.
I can see why it's concerning since that affects our # of completed rides and driver earnings. Let's try to understand the root cause.
Rider cancellations have increased in what time period? We noticed it last week.
Was it slowly dropping for a while or did we notice it only last week? It was a sudden drop last week
How did other metrics behave last week? For eg,"
M N. - "What is rider cancellation? Is it a rider requesting a ride but hitting the cancel button after the driver is on their way? Yes.
I can see why it's concerning since that affects our # of completed rides and driver earnings. Let's try to understand the root cause.
Rider cancellations have increased in what time period? We noticed it last week.
Was it slowly dropping for a while or did we notice it only last week? It was a sudden drop last week
How did other metrics behave last week? For eg,"See full answer
"Context
Photo app || Click images, videos via mobile app (android, ios) + editing + share + upload
Who are we? || Startup who wants to build accessibility apps for the disabled people
Why do we want to build this app? || Current apps are not usable by visually impaired, we can bring difference & gain market share.
Constraints || To launch in next 12 months
Is this app exclusively targeted for blind? || Yes but regular people may also use it but not our main target group
**Goa"
FuzzyLogic - "Context
Photo app || Click images, videos via mobile app (android, ios) + editing + share + upload
Who are we? || Startup who wants to build accessibility apps for the disabled people
Why do we want to build this app? || Current apps are not usable by visually impaired, we can bring difference & gain market share.
Constraints || To launch in next 12 months
Is this app exclusively targeted for blind? || Yes but regular people may also use it but not our main target group
**Goa"See full answer
"Increasing a development team's productivity by 25% requires a multifaceted approach that addresses various aspects of team dynamics, processes, and individual performance. Here's a structured approach to tackle this challenge:
Assess Current Productivity Levels: Before implementing any changes, it's crucial to understand the current productivity levels of the team. This can be measured through metrics such as velocity (for Agile teams), time-to-market, defect rates, etc.
**Identify Bo"
Shiva K. - "Increasing a development team's productivity by 25% requires a multifaceted approach that addresses various aspects of team dynamics, processes, and individual performance. Here's a structured approach to tackle this challenge:
Assess Current Productivity Levels: Before implementing any changes, it's crucial to understand the current productivity levels of the team. This can be measured through metrics such as velocity (for Agile teams), time-to-market, defect rates, etc.
**Identify Bo"See full answer
"I broke down my answer into Understanding the goal, investigating the current state and its challenges, prioritizing opportunities, brainstorming solutions, and selecting solutions.
To understand the goal and current state, I asked questions about the onboarding funnel and the conversion percentages. They have clear metrics to share, with the specific conversion rates for each stage.
I then identified the subscription screen in the flow as one of the key opportunities, as most of the drop happ"
Jaison E. - "I broke down my answer into Understanding the goal, investigating the current state and its challenges, prioritizing opportunities, brainstorming solutions, and selecting solutions.
To understand the goal and current state, I asked questions about the onboarding funnel and the conversion percentages. They have clear metrics to share, with the specific conversion rates for each stage.
I then identified the subscription screen in the flow as one of the key opportunities, as most of the drop happ"See full answer
"Mission: Tiktok's mission is to inspire creativity and Joy.
Any business wants to make sure that they are serving the value to their customers:
For TikTok customers are:
Viewers 2. Content Creators 3. Advertisers
So few metrics we could measure are:
Time spent/day
Total no of videos created/day
engagement rate = users who interacted in one of the meaningful action on Tiktok / total users at a day level
either likes, share, watched vide for at least 5 mins, created video
"
Nikita B. - "Mission: Tiktok's mission is to inspire creativity and Joy.
Any business wants to make sure that they are serving the value to their customers:
For TikTok customers are:
Viewers 2. Content Creators 3. Advertisers
So few metrics we could measure are:
Time spent/day
Total no of videos created/day
engagement rate = users who interacted in one of the meaningful action on Tiktok / total users at a day level
either likes, share, watched vide for at least 5 mins, created video
"See full answer
"I would start by asking a clarifying question - Is there a specific problem we are trying to solve? I want to get some guidance from the interviewer around the type of answer they're looking for or if there's specific paths they want us to take. Ultimately, I would start by identifying the users and moving through the process by identifying pain points and then potential solutions. It is important to start to get into the details of the solutions and features once pain points have been identifie"
Simer S. - "I would start by asking a clarifying question - Is there a specific problem we are trying to solve? I want to get some guidance from the interviewer around the type of answer they're looking for or if there's specific paths they want us to take. Ultimately, I would start by identifying the users and moving through the process by identifying pain points and then potential solutions. It is important to start to get into the details of the solutions and features once pain points have been identifie"See full answer
"
Prioritized Features for Improvement
1. Content Discovery and Recommendation Algorithm
Rationale: The algorithm significantly influences user engagement by determining which videos appear on the "For You Page" (FYP). Improving its accuracy can enhance user satisfaction and retention.
- Approach: Incorporate more nuanced data points, such as user mood indicators or contextual data (e.g., time of day, trending events) to refine recommendations further. Regular updat"
Jaswanth P. - "
Prioritized Features for Improvement
1. Content Discovery and Recommendation Algorithm
Rationale: The algorithm significantly influences user engagement by determining which videos appear on the "For You Page" (FYP). Improving its accuracy can enhance user satisfaction and retention.
- Approach: Incorporate more nuanced data points, such as user mood indicators or contextual data (e.g., time of day, trending events) to refine recommendations further. Regular updat"See full answer
"Situation - A time where I had to collaborate with a team member in another department was while I was at Google working on my hotel project and had to work with the legal department for our OOBE flow.
Task - I was tasked to work cross functionally with the legal department to lead the design of the out of box experience for our product to ensure our guest users were sure of policies around data and privacy.
Action - In order to establish cadence and effective relationship building, I set up a t"
Ben G. - "Situation - A time where I had to collaborate with a team member in another department was while I was at Google working on my hotel project and had to work with the legal department for our OOBE flow.
Task - I was tasked to work cross functionally with the legal department to lead the design of the out of box experience for our product to ensure our guest users were sure of policies around data and privacy.
Action - In order to establish cadence and effective relationship building, I set up a t"See full answer
"To answer this, I will focus my efforts on explaining the most common type of API used in most modern software development applications - the REST API. For the purpose of simplicity, I will also keep the topics of Authorization and Authentication out of the mix.
In essence, an API is a group of logic that takes in a specific set of inputs and responds with a specific set of outputs. This is analogous to going to a drive-thru and placing an order for a meal.
When you give an API a bunch of"
Pathworks P. - "To answer this, I will focus my efforts on explaining the most common type of API used in most modern software development applications - the REST API. For the purpose of simplicity, I will also keep the topics of Authorization and Authentication out of the mix.
In essence, an API is a group of logic that takes in a specific set of inputs and responds with a specific set of outputs. This is analogous to going to a drive-thru and placing an order for a meal.
When you give an API a bunch of"See full answer
"UberPool
Product built for Uber
Uber is a network of drivers & riders that allow to transport riders from A to B
UberPool
UberPool product solves for 2-3 riders to take a trip to a destination that works for everyone. It helps with
reduced cost for riders,
reduced emissions,
make it faster to reach destination during high traffic hours
makes it harder to find a ride --> until you find users willing to go to same destination
"
Suraj - "UberPool
Product built for Uber
Uber is a network of drivers & riders that allow to transport riders from A to B
UberPool
UberPool product solves for 2-3 riders to take a trip to a destination that works for everyone. It helps with
reduced cost for riders,
reduced emissions,
make it faster to reach destination during high traffic hours
makes it harder to find a ride --> until you find users willing to go to same destination
"See full answer
"I think AI such as ChatGPT seemed to spit out its answers fast and instinctively, hence proving its efficiency but in the recent versions it seems to have acquired reasoning skills which was revealed 'transparently' to users. This new, reasoning skills introduce a small delay in its response and explains what it does during the delay but I do not really think that it is "thinking" any differently than before, except that it is constrained by some purported rules when asked to summarise certain b"
Louisa C. - "I think AI such as ChatGPT seemed to spit out its answers fast and instinctively, hence proving its efficiency but in the recent versions it seems to have acquired reasoning skills which was revealed 'transparently' to users. This new, reasoning skills introduce a small delay in its response and explains what it does during the delay but I do not really think that it is "thinking" any differently than before, except that it is constrained by some purported rules when asked to summarise certain b"See full answer
"One project that stands out involved building a customer segmentation dashboard for our marketing team using Power BI. The goal was to help them target campaigns more effectively by segmenting customers based on purchase behavior and demographics.
Early in the project, I noticed significant data quality issues in the source tables coming from our CRM system. There were missing values in key fields like customer age and region, duplicate customer IDs, and inconsistencies in how product categories"
Tim F. - "One project that stands out involved building a customer segmentation dashboard for our marketing team using Power BI. The goal was to help them target campaigns more effectively by segmenting customers based on purchase behavior and demographics.
Early in the project, I noticed significant data quality issues in the source tables coming from our CRM system. There were missing values in key fields like customer age and region, duplicate customer IDs, and inconsistencies in how product categories"See full answer