"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
"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
"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
"General Approach:
In a funnel, prospects that dropped off at the very end just before conversion are the ones that were most likely to convert simply because they went through the effort of going through multiple steps to advance to the very end of the funnel. The more the prospects advances through the funnel, better their probability of converting. I'd therefore focus more on reducing drop-offs at the final stages of the funnel for better conversion.
Caveats:
There are certain use-cases where"
Niji R. - "General Approach:
In a funnel, prospects that dropped off at the very end just before conversion are the ones that were most likely to convert simply because they went through the effort of going through multiple steps to advance to the very end of the funnel. The more the prospects advances through the funnel, better their probability of converting. I'd therefore focus more on reducing drop-offs at the final stages of the funnel for better conversion.
Caveats:
There are certain use-cases where"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
"If this question was for a product manager;
I would approach it as I don't really know how actually these vehicles work.
I will try to simplify the concept and answer questions like why autonomous vehicles are exists and what is the purpose of them.
Autonomous vehicle is a vehicle can do some actions on behalf on a human and as main reason is to increase the safety, so to come up into how they work, I should identify the main actions that human does and prioritize it based on what they may"
Nouna J. - "If this question was for a product manager;
I would approach it as I don't really know how actually these vehicles work.
I will try to simplify the concept and answer questions like why autonomous vehicles are exists and what is the purpose of them.
Autonomous vehicle is a vehicle can do some actions on behalf on a human and as main reason is to increase the safety, so to come up into how they work, I should identify the main actions that human does and prioritize it based on what they may"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
"To speed up A/B tests results with limited sample sizes, we can apply advanced techniques like CUPED to reduce variance for faster statistical significance, interleaving to gather more comparative data per user (e.g., ranking), MAB to dynamically allocate traffic to winning variations for quicker optimization (e.g., campaigns), and Bayesian A/B testing which offers probabilistic conclusions that can be reached earlier. Each method, when appropriately applied, allows you to gain m"
Lucas G. - "To speed up A/B tests results with limited sample sizes, we can apply advanced techniques like CUPED to reduce variance for faster statistical significance, interleaving to gather more comparative data per user (e.g., ranking), MAB to dynamically allocate traffic to winning variations for quicker optimization (e.g., campaigns), and Bayesian A/B testing which offers probabilistic conclusions that can be reached earlier. Each method, when appropriately applied, allows you to gain m"See full answer
"Let me tell you about a time when I solved a problem at my previous company (one of the top 10 Fortune 500 companies).
This was an internship and I was coming with almost 2 years of experience and 2 semesters of my graduate program. My experiences have mostly been theoretical or with startups. I've never solved problems at scale.
The first week at this team was slow and relaxed, it was just onboarding. The real work started from the 2nd week when I felt like I was pushed into the ocean with n"
Anonymous Crayfish - "Let me tell you about a time when I solved a problem at my previous company (one of the top 10 Fortune 500 companies).
This was an internship and I was coming with almost 2 years of experience and 2 semesters of my graduate program. My experiences have mostly been theoretical or with startups. I've never solved problems at scale.
The first week at this team was slow and relaxed, it was just onboarding. The real work started from the 2nd week when I felt like I was pushed into the ocean with n"See full answer
"The interviewer focused on the data models and steered the conversation there from the beginning. He had a specific design in mind and I just wasn't hitting it. He also wanted details on how I would implement the logic for splitting users into variants. I would recommend reading the LinkedIn blog on their AB Test system design."
Anonymous Kingfisher - "The interviewer focused on the data models and steered the conversation there from the beginning. He had a specific design in mind and I just wasn't hitting it. He also wanted details on how I would implement the logic for splitting users into variants. I would recommend reading the LinkedIn blog on their AB Test system design."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
"First profile the URL/Webpage to see which components are limiting/blocking the loading of Web page. Based on the observation, identify if it is the latency, server, network or the sheer number of elements that make up the page. Accordingly plan the optimization strategy."
Anonymous Cheetah - "First profile the URL/Webpage to see which components are limiting/blocking the loading of Web page. Based on the observation, identify if it is the latency, server, network or the sheer number of elements that make up the page. Accordingly plan the optimization strategy."See full answer
"Google mission==>organize world info and make it accessible to user
Monetize from Ad revenue, enterprise productivity service, Developers
Google glass provides==>smart virtual screen , hands free voice commands activated glass for for $1000+. Fits in google mission
If google is to launch google glass the key metrics of success would be
Number of glasses purchase
Usage in term of google search, texts, play video, take picture other activities performed
Previous pitfalls
"
Anonymous Koala - "Google mission==>organize world info and make it accessible to user
Monetize from Ad revenue, enterprise productivity service, Developers
Google glass provides==>smart virtual screen , hands free voice commands activated glass for for $1000+. Fits in google mission
If google is to launch google glass the key metrics of success would be
Number of glasses purchase
Usage in term of google search, texts, play video, take picture other activities performed
Previous pitfalls
"See full answer
"First, I'd like to ask some clarifying questions and try to narrow down the scope of this question. Among them I would like to ask:
a) How is the behaviour of pricing today? b) Are we looking to optimize a specific goal or a metric ? Ex: Click thru rate, Conversions etc. c) Exactly when user is searching for a product. d) what is dynamic pricing? - Pricing based on demand, inventory availability, user behavior etc.
I'd now like to go thru a five step process to answer:
a) Hypothesis:"
Sri V. - "First, I'd like to ask some clarifying questions and try to narrow down the scope of this question. Among them I would like to ask:
a) How is the behaviour of pricing today? b) Are we looking to optimize a specific goal or a metric ? Ex: Click thru rate, Conversions etc. c) Exactly when user is searching for a product. d) what is dynamic pricing? - Pricing based on demand, inventory availability, user behavior etc.
I'd now like to go thru a five step process to answer:
a) Hypothesis:"See full answer