"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
"Set Success metrics for Google Maps:
Assuming we are focusing on mobile experience…
Clarify the product:
Overall, it is a directions app:
Gets you from point a to point b
Allows for several methods of transportation - car, public transit, walking, biking, rideshare
After entering location, you click your transport method, and select get directions which leads you to steps to get to you location or if you are driving or walking it speaks to you giving youthe directions aloud based on sett"
Kiley S. - "Set Success metrics for Google Maps:
Assuming we are focusing on mobile experience…
Clarify the product:
Overall, it is a directions app:
Gets you from point a to point b
Allows for several methods of transportation - car, public transit, walking, biking, rideshare
After entering location, you click your transport method, and select get directions which leads you to steps to get to you location or if you are driving or walking it speaks to you giving youthe directions aloud based on sett"See full answer
"Missing Item - User ordered multiple items, few items are missing
Wrong Item - Entire order is wrong / there are items in the order that were never ordered
How is this measured ?
CSAT
Missing Items
Wrong Items
Step 1 :
Collect data on orders that reported missing / wrong items. Dive deep to understand if the problem is isolated to a specific metro/zip code/restaurant type (say fast food vs fine dine), time of day (lunch vs dinner), tenure of the courier on th"
Saurabh K. - "Missing Item - User ordered multiple items, few items are missing
Wrong Item - Entire order is wrong / there are items in the order that were never ordered
How is this measured ?
CSAT
Missing Items
Wrong Items
Step 1 :
Collect data on orders that reported missing / wrong items. Dive deep to understand if the problem is isolated to a specific metro/zip code/restaurant type (say fast food vs fine dine), time of day (lunch vs dinner), tenure of the courier on th"See full answer
"The key here is a) not to overreact to Sales bypassing me going straight to Engineering (while understanding every team acts according to their incentives), and b) communicate with all parties as much as possible to get everyone on the same page.
1) First, I'd speak to Sales and understand the feature being requested. I consider Sales to be one of the most important primary research funnels - they have direct, regular touchpoints with the client and are finely attuned to the lifeblood o"
Sachin P. - "The key here is a) not to overreact to Sales bypassing me going straight to Engineering (while understanding every team acts according to their incentives), and b) communicate with all parties as much as possible to get everyone on the same page.
1) First, I'd speak to Sales and understand the feature being requested. I consider Sales to be one of the most important primary research funnels - they have direct, regular touchpoints with the client and are finely attuned to the lifeblood o"See full answer
"user surveys and interviews: Ask users how well the reactions reflect their feelings.
sentiment analysis : Analyze comment sentiment to see if it aligns with reactions.
Machine learning classification model: Train models to predict user emotion from post content and compare with selected reactions."
Manaswini D. - "user surveys and interviews: Ask users how well the reactions reflect their feelings.
sentiment analysis : Analyze comment sentiment to see if it aligns with reactions.
Machine learning classification model: Train models to predict user emotion from post content and compare with selected reactions."See full answer
Data Scientist
Statistics & Experimentation
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"I would start with some clarifying questions:
What is the goal of the 'Report ad' feature? what do you think?
Are we looking at the blue app or Instagram? The ad placement can be adjusted to the both apps, so look at it has a whole
Are we looking at a specific location of the report ad? like stories or feed or reels? Nope
Are we looking at a specific OS? everywhere
Is there some timeline? or restrictions? no
Are we looking at a specific market? worldwide
Thank you, I"
R K. - "I would start with some clarifying questions:
What is the goal of the 'Report ad' feature? what do you think?
Are we looking at the blue app or Instagram? The ad placement can be adjusted to the both apps, so look at it has a whole
Are we looking at a specific location of the report ad? like stories or feed or reels? Nope
Are we looking at a specific OS? everywhere
Is there some timeline? or restrictions? no
Are we looking at a specific market? worldwide
Thank you, I"See full answer
"Very helpful! But I have a question: the location of drivers can be changing every minute, so won't reading from location cache returning stale data?"
Linying W. - "Very helpful! But I have a question: the location of drivers can be changing every minute, so won't reading from location cache returning stale data?"See full answer
"I'd start by clarifying the purpose of the in-flight experience.
Get more travelers? (adoption)
Reduce customer churn? (retention)
Gain additional revenue? (revenue)
Lets say we want to offer an in-flight experience that drives revenue.
It is intuitive that, customer expectations for an in-flight experience will vary based on the duration of the flights:
Short haul flights (1 hour or less): Self-help options are better suited. While seating may be important, a slight inconvenience for"
Atit P. - "I'd start by clarifying the purpose of the in-flight experience.
Get more travelers? (adoption)
Reduce customer churn? (retention)
Gain additional revenue? (revenue)
Lets say we want to offer an in-flight experience that drives revenue.
It is intuitive that, customer expectations for an in-flight experience will vary based on the duration of the flights:
Short haul flights (1 hour or less): Self-help options are better suited. While seating may be important, a slight inconvenience for"See full answer
"The Doordash post-order experience is the part of the service that happens after the user has placed an order and is waiting for the delivery. This experience can be improved by providing more information, communication, and convenience to the user. Here are some possible ways to do this:
Provide real-time tracking and updates: Users want to know the status and location of their order, as well as the estimated time of arrival. By providing real-time tracking and updates, users can feel mor"
Anonymous Dove - "The Doordash post-order experience is the part of the service that happens after the user has placed an order and is waiting for the delivery. This experience can be improved by providing more information, communication, and convenience to the user. Here are some possible ways to do this:
Provide real-time tracking and updates: Users want to know the status and location of their order, as well as the estimated time of arrival. By providing real-time tracking and updates, users can feel mor"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
"I have no idea if this would qualify, but I took a different, rather singular approach. Curious and gracious in advance for any and all feedback. My main question is whether this response goes into enough depth with regards to all the content types that Google Map stores, as I chose to focus uniquely on image storage (but am sure to state that clearly before I began):
Clarifying questions:
global map or US/sectional map? Assume global
storage on a single end-user device? Yes
consider co"
John S. - "I have no idea if this would qualify, but I took a different, rather singular approach. Curious and gracious in advance for any and all feedback. My main question is whether this response goes into enough depth with regards to all the content types that Google Map stores, as I chose to focus uniquely on image storage (but am sure to state that clearly before I began):
Clarifying questions:
global map or US/sectional map? Assume global
storage on a single end-user device? Yes
consider co"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
"Can i get the Linked ID of kajol ? Curious to learn more about data modeling & get some guidance.. Her way of data modeling is Amazing!"
Vinoth V. - "Can i get the Linked ID of kajol ? Curious to learn more about data modeling & get some guidance.. Her way of data modeling is Amazing!"See full answer