"Collaborate with the team to determine which team's product will move the needle the most in achieving the strategic goals and prioritize that work."
Meagan R. - "Collaborate with the team to determine which team's product will move the needle the most in achieving the strategic goals and prioritize that work."See full answer
"I was assigned to a project where the executive team said they wanted to "improve customer satisfaction" but provided no specific metrics, target outcomes, or scope. The initial brief was vague; they mentioned customer complaints were increasing, but hadn't quantified the problem or identified which customer segments or processes were involved. My responsibility was to lead the analysis and develop a solution; however, first, I needed to transform this ambiguous directive into a clearly defined"
Dhruv M. - "I was assigned to a project where the executive team said they wanted to "improve customer satisfaction" but provided no specific metrics, target outcomes, or scope. The initial brief was vague; they mentioned customer complaints were increasing, but hadn't quantified the problem or identified which customer segments or processes were involved. My responsibility was to lead the analysis and develop a solution; however, first, I needed to transform this ambiguous directive into a clearly defined"See full answer
"Looking into licensing data for users to match with the validity of their plans , to set up reporting okr's and metrics from the ground up and future problem sculpting for future feature additions
I developed the metrics from the existing data tables , with uniform interpretation for datasets used across teams, keeping the modifications done in alignment with the requirements of the stakeholders.
Hypotheses for licensing metrics was laid out in a defined manner where it was feasible to cherry"
Aishwarya J. - "Looking into licensing data for users to match with the validity of their plans , to set up reporting okr's and metrics from the ground up and future problem sculpting for future feature additions
I developed the metrics from the existing data tables , with uniform interpretation for datasets used across teams, keeping the modifications done in alignment with the requirements of the stakeholders.
Hypotheses for licensing metrics was laid out in a defined manner where it was feasible to cherry"See full answer
Engineering Manager
Behavioral
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"Analytics as a career route was to problem solve and think out of the box , where I would be able to inculcate a data-driven thinking to finding solutions.
Establishing a foundation and end to end analytical methodologies for giving recommendations for actionable outcomes useful for internal and external teams relying on these observations.
Learning the procedure of how to source unstructured data and clean, impute, introduce variables to build impactful inferences."
Aishwarya J. - "Analytics as a career route was to problem solve and think out of the box , where I would be able to inculcate a data-driven thinking to finding solutions.
Establishing a foundation and end to end analytical methodologies for giving recommendations for actionable outcomes useful for internal and external teams relying on these observations.
Learning the procedure of how to source unstructured data and clean, impute, introduce variables to build impactful inferences."See full answer
"A 25% drop-off rate at sign-up for a new app, especially one from Meta, indicates a significant challenge in onboarding and user retention. To analyze this, consider external, internal, and product-specific factors.
Identify Potential Causes:
External Factors:Competition: Are other platforms offering a more attractive or simpler signup process?
Timing: Is there a recent major event or trend that might be influencing user behavior?
User Experience: Is the signup process clunk"
Ankit kumar S. - "A 25% drop-off rate at sign-up for a new app, especially one from Meta, indicates a significant challenge in onboarding and user retention. To analyze this, consider external, internal, and product-specific factors.
Identify Potential Causes:
External Factors:Competition: Are other platforms offering a more attractive or simpler signup process?
Timing: Is there a recent major event or trend that might be influencing user behavior?
User Experience: Is the signup process clunk"See full answer
"To analyze a year-over-year (YoY) slowdown in transactions, you should start by understanding the context, segmenting data, identifying potential drivers, and then formulating actionable recommendations. This involves a structured approach that includes a thorough examination of the data, both internally and externally.
Understand the Context:
Define "transactions":
What specific transactions are being analyzed (e.g., website purchases, in-store purchases, total transactions)?
Timeframe:
Sp"
Ankit kumar S. - "To analyze a year-over-year (YoY) slowdown in transactions, you should start by understanding the context, segmenting data, identifying potential drivers, and then formulating actionable recommendations. This involves a structured approach that includes a thorough examination of the data, both internally and externally.
Understand the Context:
Define "transactions":
What specific transactions are being analyzed (e.g., website purchases, in-store purchases, total transactions)?
Timeframe:
Sp"See full answer
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Contact
Interview Preparation
Application Process
Career Advancement
Onboarding and Orientation
Common Interview Questions
Dashboard Creation Interview Questions and Answers
Dashboard Creation Interview Questions and Answers
What is a dashboard?
Answer: A dashboard is a visual representation of key performance indicators (KPIs) and other important data, designed to provide a high-level overview of a specific area or business process. It typically uses charts, graphs, and other da"
Ankit kumar S. - " logo
Contact
Interview Preparation
Application Process
Career Advancement
Onboarding and Orientation
Common Interview Questions
Dashboard Creation Interview Questions and Answers
Dashboard Creation Interview Questions and Answers
What is a dashboard?
Answer: A dashboard is a visual representation of key performance indicators (KPIs) and other important data, designed to provide a high-level overview of a specific area or business process. It typically uses charts, graphs, and other da"See full answer
"Clarifying questions - When you say design lyft for college students; it will help to know few more inputs
What does lyft do? Is it entirely like Uber or are there differences?
Are we thinking of creating an entirely new app or changes within the same app? - within the same app
Can you help clarify college students? First year students, final year students, post grads, etc - going with undergraduate students (aged 18-23)
What is the goal of doing this design? Increase monthly usage, brin"
Mohammad M. - "Clarifying questions - When you say design lyft for college students; it will help to know few more inputs
What does lyft do? Is it entirely like Uber or are there differences?
Are we thinking of creating an entirely new app or changes within the same app? - within the same app
Can you help clarify college students? First year students, final year students, post grads, etc - going with undergraduate students (aged 18-23)
What is the goal of doing this design? Increase monthly usage, brin"See full answer
"SQL stands for Structured Query Language. It’s a standard programming language used to manage and manipulate relational databases.
"
Adam M. - "SQL stands for Structured Query Language. It’s a standard programming language used to manage and manipulate relational databases.
"See full answer
"CQs:
Any specific geography? Assuming Indian market
Are we partnering up with some other company for delivery ? Assuming yes
Time frame for MVP? 1 year
Scoped out Problem statement:
Design a food delivery app for restaurant owners for India market within a timeframe of 1 year
Mission of this app:
Helping owners and vendors in smooth coordination of orders and delivering orders on time
Product goal:
Since this is a new product , we will focus on adoption/acquisition in short t"
Rajat A. - "CQs:
Any specific geography? Assuming Indian market
Are we partnering up with some other company for delivery ? Assuming yes
Time frame for MVP? 1 year
Scoped out Problem statement:
Design a food delivery app for restaurant owners for India market within a timeframe of 1 year
Mission of this app:
Helping owners and vendors in smooth coordination of orders and delivering orders on time
Product goal:
Since this is a new product , we will focus on adoption/acquisition in short t"See full answer
"class Solution:
def lengthOfLIS(self, nums: List[int]) -> int:
temp = [nums[0]]
for num in nums:
if temp[-1]< num:
temp.append(num)
else:
index = bisect_left(temp,num)
temp[index] = num
return len(temp)
"
Mahima M. - "class Solution:
def lengthOfLIS(self, nums: List[int]) -> int:
temp = [nums[0]]
for num in nums:
if temp[-1]< num:
temp.append(num)
else:
index = bisect_left(temp,num)
temp[index] = num
return len(temp)
"See full answer
"2 Approaches:
1) The more intuitive approach is doing a multi-source BFS from all cats and storing the distance of closest cats. Then do a dfs/bfs from rat to bread.
Time Complexity: O(mn + 4^L) where L is path length, worst case L could be mn
Space Complexity: O(m*n)
2) The first approach should be fine for interviews. But if they ask to optimize it further, you can use Binary Search. Problems like "Finding max of min distance" or "Finding min of max" could be usually solved by BS.
"
Karan K. - "2 Approaches:
1) The more intuitive approach is doing a multi-source BFS from all cats and storing the distance of closest cats. Then do a dfs/bfs from rat to bread.
Time Complexity: O(mn + 4^L) where L is path length, worst case L could be mn
Space Complexity: O(m*n)
2) The first approach should be fine for interviews. But if they ask to optimize it further, you can use Binary Search. Problems like "Finding max of min distance" or "Finding min of max" could be usually solved by BS.
"See full answer
"I’ll first set the purpose of Instagram Reels Ads as a product:
Instagram Reels connect to Meta’s mission of building meaningful connections and build community via connecting people through visual storytelling. It’s a popular product with typically Billions of active users. The business model of Meta is largely dependent on ad revenue and Ads on Reels shall primarily be poised to improve revenue for Instagram Reels and in turn Meta, and on secondary notes the upside could be in improving produc"
Arunima S. - "I’ll first set the purpose of Instagram Reels Ads as a product:
Instagram Reels connect to Meta’s mission of building meaningful connections and build community via connecting people through visual storytelling. It’s a popular product with typically Billions of active users. The business model of Meta is largely dependent on ad revenue and Ads on Reels shall primarily be poised to improve revenue for Instagram Reels and in turn Meta, and on secondary notes the upside could be in improving produc"See full answer