"· Listen both sides and without any bias. Support or focus on the problem rather than person. Take necessary steps in case there is middle ground its well and good if both parties agree. If not be honest and support the person who is correct. Ultimate goal is to be useful for overall project and company rather individual satisfaction. The approach should be fit into overall team goal."
BePostive - "· Listen both sides and without any bias. Support or focus on the problem rather than person. Take necessary steps in case there is middle ground its well and good if both parties agree. If not be honest and support the person who is correct. Ultimate goal is to be useful for overall project and company rather individual satisfaction. The approach should be fit into overall team goal."See full answer
"Assumptions
This estimation will not take into consideration service fees, delivery fees, or tips
we are specifically interested in consumer purchases of fruits and vegetables from local grocers (i.e. instacart, peapod, wholefoods/primenow, etc.)
Fresh and frozen produce are in scope
Equation
NYC annual online produce purchases = (Num NYC households) x (% pop. that purchase produce online) x ($ spent on online produce purchases)
(NYC HH) =
300M Americans --> 100M HH"
Kwabena B. - "Assumptions
This estimation will not take into consideration service fees, delivery fees, or tips
we are specifically interested in consumer purchases of fruits and vegetables from local grocers (i.e. instacart, peapod, wholefoods/primenow, etc.)
Fresh and frozen produce are in scope
Equation
NYC annual online produce purchases = (Num NYC households) x (% pop. that purchase produce online) x ($ spent on online produce purchases)
(NYC HH) =
300M Americans --> 100M HH"See full answer
"It was like say we have a library A which has a library B as a dependency and so on, how would we determine in the dependency chain that whether there is a circular depedency?"
Chris R. - "It was like say we have a library A which has a library B as a dependency and so on, how would we determine in the dependency chain that whether there is a circular depedency?"See full answer
"Scoped out problem constraints - how much data to download, how many computers, and how much time, how you can be detected (decentralized load).
Designed a web crawler."
Faraz A. - "Scoped out problem constraints - how much data to download, how many computers, and how much time, how you can be detected (decentralized load).
Designed a web crawler."See full answer
Engineering Manager
System Design
+1 more
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"First i will collect relevant data,Actual problem,Necessary input and raw material then i will start design drawing,modeling,Callibration and finally handing over my work."
Mohammed H. - "First i will collect relevant data,Actual problem,Necessary input and raw material then i will start design drawing,modeling,Callibration and finally handing over my work."See full answer
"
Company Goal: Make quality service at competitive price available for customers and enable contractor to maximize income sources
Clarification: Post Booking Experience is the user flow from the point a booking is confirmed to the time the service is delivered to the customer.
Metric: CSAT and Orders successfully completed
Personas: Customer, service provider, business
USER JOURNEY
Customer (User Journey)
Booking confirmed on portal
Add to calendar
Email / text con"
Saurabh G. - "
Company Goal: Make quality service at competitive price available for customers and enable contractor to maximize income sources
Clarification: Post Booking Experience is the user flow from the point a booking is confirmed to the time the service is delivered to the customer.
Metric: CSAT and Orders successfully completed
Personas: Customer, service provider, business
USER JOURNEY
Customer (User Journey)
Booking confirmed on portal
Add to calendar
Email / text con"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
"Estimate how much it costs Google to store a year free of storage of photos for new Pixel Phones
Clarify with Questions
Know the Basic Numbers
Decide on and Lay Down Your Structure
Write Down the Equations
Crunch Numbers
Sanity Check
Clarify with Questions
Are we talking about cost per person? Whole user base?
What do you mean when you are talking costs? Cost to build the facility? Cost to just store the data as a result o"
Viet H. - "Estimate how much it costs Google to store a year free of storage of photos for new Pixel Phones
Clarify with Questions
Know the Basic Numbers
Decide on and Lay Down Your Structure
Write Down the Equations
Crunch Numbers
Sanity Check
Clarify with Questions
Are we talking about cost per person? Whole user base?
What do you mean when you are talking costs? Cost to build the facility? Cost to just store the data as a result o"See full answer
"Clarifying questions
is there a main reason why we want to improve it? For instance:
active users declined
monetization declined
performance issues
customer complaints
(Based on this clarifying question the following answer could be any to be honest. if the interviewer says that it's an open questions, then I would go to the product design framework)
Assumption
Based on the impact that we would like to do,
1) I would assume that we are looking to improve the messaging experi"
Sergio C. - "Clarifying questions
is there a main reason why we want to improve it? For instance:
active users declined
monetization declined
performance issues
customer complaints
(Based on this clarifying question the following answer could be any to be honest. if the interviewer says that it's an open questions, then I would go to the product design framework)
Assumption
Based on the impact that we would like to do,
1) I would assume that we are looking to improve the messaging experi"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
"SELECT d.name as departmentname,e.id as employeeid,e.firstname,e.lastname,MAX(e.salary) as salary
FROM employees e LEFT JOIN departments d
ON e.department_id=d.id
GROUP BY department_name
ORDER BY department_name;"
Anisha S. - "SELECT d.name as departmentname,e.id as employeeid,e.firstname,e.lastname,MAX(e.salary) as salary
FROM employees e LEFT JOIN departments d
ON e.department_id=d.id
GROUP BY department_name
ORDER BY department_name;"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
"I would start with clarifying questions : Are we building this feature on existing meta apps like Facebook / Instagram ? Yes
AM I building this in Meta suite of products or a standalone app ? Inbuilt app with in Meta product like Fb/Instagram
Timeline - 1 year
Geography - USA
Structure : Why -> Meta Mission -> Business objective -> User segmentation -Need ( Prioritization) -> Painpoints ( Prioritization)-> Solutions ( RICE prioritization) -> Metrics / NSM -> Risks - Summary
Why : WIth multiple"
Rani Y. - "I would start with clarifying questions : Are we building this feature on existing meta apps like Facebook / Instagram ? Yes
AM I building this in Meta suite of products or a standalone app ? Inbuilt app with in Meta product like Fb/Instagram
Timeline - 1 year
Geography - USA
Structure : Why -> Meta Mission -> Business objective -> User segmentation -Need ( Prioritization) -> Painpoints ( Prioritization)-> Solutions ( RICE prioritization) -> Metrics / NSM -> Risks - Summary
Why : WIth multiple"See full answer
"Clarifying Q
Is the search traffic meaning # visits clicked through the 'search' button from the homepage(search CTR)? or does this include # pages viewed after the search result pages (search depth)?
Hypothesis
I believe introducing Gen AI as a default feature on the Google's search box will increase #search traffic. I assume the biggest user pain point within current google homepage is that deciding on a keyword for search. Unlike other alternative platforms such as"
Cj K. - "Clarifying Q
Is the search traffic meaning # visits clicked through the 'search' button from the homepage(search CTR)? or does this include # pages viewed after the search result pages (search depth)?
Hypothesis
I believe introducing Gen AI as a default feature on the Google's search box will increase #search traffic. I assume the biggest user pain point within current google homepage is that deciding on a keyword for search. Unlike other alternative platforms such as"See full answer