"In general, I don't think Google should go into ridesharing market at this point. (06/2020)
I have 3 reasons why Google should not get into ridesharing business at this point and a exception.
Reason 1: Current market
With major players like Uber and Lyft occupying around 90% of the market, current ridesharing business market is already crowded. These companies have been around for 6-7 years and users already formed the user habit of using either Uber or Lyft when they need a car to go some"
Yao X. - "In general, I don't think Google should go into ridesharing market at this point. (06/2020)
I have 3 reasons why Google should not get into ridesharing business at this point and a exception.
Reason 1: Current market
With major players like Uber and Lyft occupying around 90% of the market, current ridesharing business market is already crowded. These companies have been around for 6-7 years and users already formed the user habit of using either Uber or Lyft when they need a car to go some"See full answer
"Machine learning software engineer interviews at Google are really challenging. The questions are difficult, specific to Google, and they cover a wide range of topics."
Million D. - "Machine learning software engineer interviews at Google are really challenging. The questions are difficult, specific to Google, and they cover a wide range of topics."See full answer
"One of the most challenging situations was joining a new startup to realize that they did not figure out their core product and that customers were dissatisfied and leaving in droves.
I worked together with the leaders to understand the core issue and the reasons that the customers were leaving. Then together with the team, we set out to map out those core issues and the gaps that we had in our product.
We then worked towards designing a new solution to address those gaps and build an MVP. W"
WaterBuffalo - "One of the most challenging situations was joining a new startup to realize that they did not figure out their core product and that customers were dissatisfied and leaving in droves.
I worked together with the leaders to understand the core issue and the reasons that the customers were leaving. Then together with the team, we set out to map out those core issues and the gaps that we had in our product.
We then worked towards designing a new solution to address those gaps and build an MVP. W"See full answer
"Designing a system to deny services to requests from banned IPs involves integrating real-time IP checking with your service architecture. Here’s a detailed outline of how you can design such a system:
System Design Overview
The goal is to ensure that your service can efficiently check incoming requests against a list of banned IPs and deny access when necessary. The system will leverage an external API, security.gov.x, to determine if an IP address is blocked or allowed.
**Key Compone"
Palak A. - "Designing a system to deny services to requests from banned IPs involves integrating real-time IP checking with your service architecture. Here’s a detailed outline of how you can design such a system:
System Design Overview
The goal is to ensure that your service can efficiently check incoming requests against a list of banned IPs and deny access when necessary. The system will leverage an external API, security.gov.x, to determine if an IP address is blocked or allowed.
**Key Compone"See full answer
Software Engineer
System Design
+2 more
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Alright, let's think through this change of moving the 'like' button to a menu under three dots on photos
I'll start by
aligning this change with Facebook's mission,
analyze key insights,
define the product mission for this update,
Identify the eco-system (n-sided marketplace)
Look at the effects on the eco-systems,
Effects on their needs and pain points.
Identify the most important actors and most important actions
Come up with some metrics that we may be using to"
Fahad K. - "Alright, let's think through this change of moving the 'like' button to a menu under three dots on photos
I'll start by
aligning this change with Facebook's mission,
analyze key insights,
define the product mission for this update,
Identify the eco-system (n-sided marketplace)
Look at the effects on the eco-systems,
Effects on their needs and pain points.
Identify the most important actors and most important actions
Come up with some metrics that we may be using to"See full answer
"Clarifying questions:
Open metrics - Number of times users open the google document on a given day
10% decline - is it a gradual decline or steep decline? (since when)
Do we witness decline from a specific geography?
Decline for consumers or enterprise customers?
Decline from web or mobile app?
Review logs or bug reports to check if there are customer issues reports
Internal
Determine if a particular release is causing the issue
Review other metrics to check if fewer do"
Sahil A. - "Clarifying questions:
Open metrics - Number of times users open the google document on a given day
10% decline - is it a gradual decline or steep decline? (since when)
Do we witness decline from a specific geography?
Decline for consumers or enterprise customers?
Decline from web or mobile app?
Review logs or bug reports to check if there are customer issues reports
Internal
Determine if a particular release is causing the issue
Review other metrics to check if fewer do"See full answer
"Here is the sample answer from the Assistant at https://chat.openai.com/g/g-Z8yp2xrzt-fang-pm-interview-assistant
As a Product Manager at Google, designing a product for air travelers involves leveraging Google's technological prowess and vast data resources. Here's a comprehensive approach:
1. \\Understanding Goals and Objectives\\
\\Primary Goal:\\ Enhance the travel experience for air travelers through seamless information access, personalized s"
Manish M. - "Here is the sample answer from the Assistant at https://chat.openai.com/g/g-Z8yp2xrzt-fang-pm-interview-assistant
As a Product Manager at Google, designing a product for air travelers involves leveraging Google's technological prowess and vast data resources. Here's a comprehensive approach:
1. \\Understanding Goals and Objectives\\
\\Primary Goal:\\ Enhance the travel experience for air travelers through seamless information access, personalized s"See full answer
"As you know, this is the most important question for any interview. Here is a structure I like to follow,
Start with 'I'm currently a SDE/PM/TPM etc with XYZ company.... '
Mention how you got into PM/TPM/SDE field (explaining your journey)
Mention 1 or 2 accomplishments
Mention what you do outside work (blogging, volunteer etc)
Share why are you looking for a new role
Ask the interviewer if they have any questions or will like to dive deep into any of your experience"
Bipin R. - "As you know, this is the most important question for any interview. Here is a structure I like to follow,
Start with 'I'm currently a SDE/PM/TPM etc with XYZ company.... '
Mention how you got into PM/TPM/SDE field (explaining your journey)
Mention 1 or 2 accomplishments
Mention what you do outside work (blogging, volunteer etc)
Share why are you looking for a new role
Ask the interviewer if they have any questions or will like to dive deep into any of your experience"See full answer
"YT's mission is to give everyone a voice and show them the world. So when a user is sharing their voice with us in the form of a feedback, I would receive it with open mind. I would first determine what the review is about: 1. app/website's performance 2. quality of content they experienced 3. complain about YT being addictive and causing them to lose time 4. difficulty in using the app/website (search, navigation, recent changes negatively affected their experience) 5. complain about other YTbe"
Amit S. - "YT's mission is to give everyone a voice and show them the world. So when a user is sharing their voice with us in the form of a feedback, I would receive it with open mind. I would first determine what the review is about: 1. app/website's performance 2. quality of content they experienced 3. complain about YT being addictive and causing them to lose time 4. difficulty in using the app/website (search, navigation, recent changes negatively affected their experience) 5. complain about other YTbe"See full answer
"One good reason for using the doubly linked list is that to remove an accessed item in the list from its existing position say in the middle of the list and move it to the head, you need to update the previous node's next pointer and the next node's previous pointer. A singly linked list only has next pointers, so removing from the middle would require traversing from the head to find the previous node which requires O(n) time. A doubly linked list allows O(1) removal from any position because w"
Javed S. - "One good reason for using the doubly linked list is that to remove an accessed item in the list from its existing position say in the middle of the list and move it to the head, you need to update the previous node's next pointer and the next node's previous pointer. A singly linked list only has next pointers, so removing from the middle would require traversing from the head to find the previous node which requires O(n) time. A doubly linked list allows O(1) removal from any position because w"See full answer
"Few clarifying questions here
Is the competitor a service and does it have other offerings as well? Is it charging $5 for a service or only email?
Is it for a specific platform here? Or does it include all platforms?
Does the competitor have a huge market share/or is it a small company?
Let's assume it's only for email's
The structure I would want to layout for knowing what to do next for Gmail would be the following - Mission, Goals, Google's revenue model, Customer Profiles using Gm"
Pratik M. - "Few clarifying questions here
Is the competitor a service and does it have other offerings as well? Is it charging $5 for a service or only email?
Is it for a specific platform here? Or does it include all platforms?
Does the competitor have a huge market share/or is it a small company?
Let's assume it's only for email's
The structure I would want to layout for knowing what to do next for Gmail would be the following - Mission, Goals, Google's revenue model, Customer Profiles using Gm"See full answer
"Clarification:
What types of jobs are we targeting? Are we talking about a broad market (like Indeed) or more focused—white-collar (LinkedIn-style) or blue-collar (gigs and tasks)?
Where are we launching the marketplace—U.S. or globally? Let’s assume U.S. for now.
Is this a standalone product or integrated within one of Meta’s existing platforms (Facebook, WhatsApp, Instagram)? Let’s assume it’s integrated into Facebook.
Overview:
Meta’s Mission: Why would Meta want to launch a"
Kat - "Clarification:
What types of jobs are we targeting? Are we talking about a broad market (like Indeed) or more focused—white-collar (LinkedIn-style) or blue-collar (gigs and tasks)?
Where are we launching the marketplace—U.S. or globally? Let’s assume U.S. for now.
Is this a standalone product or integrated within one of Meta’s existing platforms (Facebook, WhatsApp, Instagram)? Let’s assume it’s integrated into Facebook.
Overview:
Meta’s Mission: Why would Meta want to launch a"See full answer
"The mini case was very much interviewer led and the questions asked were following:
Tell the value proposition of Capital One Shopping to a senior executive who has recently joined Capital One
What factors would you consider to expand Capital One Shopping?
Technical Considerations?
AB testing analysis - Interviewer shared AB testing results and asked for my recommendation
Summarize"
Neha P. - "The mini case was very much interviewer led and the questions asked were following:
Tell the value proposition of Capital One Shopping to a senior executive who has recently joined Capital One
What factors would you consider to expand Capital One Shopping?
Technical Considerations?
AB testing analysis - Interviewer shared AB testing results and asked for my recommendation
Summarize"See full answer
"Clarifying questions:
· Is there a specific scenario we are building before? Example: urgent need for a specific type of blood vs building up blood banks proactively. You decide
· This would be for mobile/web and integrate into the existing facebook product? Yes
Ok before we get started I wanted to discuss the facebook mission: to give people the power to build community and bring the world closer together.
I can see how blood donation fits directly into this, enabling blood donation helps"
Anonymous Hummingbird - "Clarifying questions:
· Is there a specific scenario we are building before? Example: urgent need for a specific type of blood vs building up blood banks proactively. You decide
· This would be for mobile/web and integrate into the existing facebook product? Yes
Ok before we get started I wanted to discuss the facebook mission: to give people the power to build community and bring the world closer together.
I can see how blood donation fits directly into this, enabling blood donation helps"See full answer
"To build a product using Generative AI (Gen AI), the process would involve multiple steps, from conceptualization to deployment. Here's a structured approach :
1. Identify the Problem or Opportunity
Start with the need or opportunity: What problem do you want to solve? Is it to automate tasks, generate content, enhance creativity, or improve user experience?
Example products:A content creation tool that generates blog posts or articles.
A personalized customer support chatbot"
Maulik S. - "To build a product using Generative AI (Gen AI), the process would involve multiple steps, from conceptualization to deployment. Here's a structured approach :
1. Identify the Problem or Opportunity
Start with the need or opportunity: What problem do you want to solve? Is it to automate tasks, generate content, enhance creativity, or improve user experience?
Example products:A content creation tool that generates blog posts or articles.
A personalized customer support chatbot"See full answer
"Requirements and Goals
Primary Goal:Store key-value pairs in a cache with efficient access (reads/writes).
Evict items based on a certain “rank,” which might reflect popularity, frequency, or custom ranking logic.
Functional Requirements:Put(key, value, rank): Insert or update a key with the given value and rank.
Get(key): Retrieve the value associated with the key if it exists.
Evict(): If the cache is at capacity, evict the item with the lowest rank (or according"
Alvis F. - "Requirements and Goals
Primary Goal:Store key-value pairs in a cache with efficient access (reads/writes).
Evict items based on a certain “rank,” which might reflect popularity, frequency, or custom ranking logic.
Functional Requirements:Put(key, value, rank): Insert or update a key with the given value and rank.
Get(key): Retrieve the value associated with the key if it exists.
Evict(): If the cache is at capacity, evict the item with the lowest rank (or according"See full answer
"Let me tell you about the time where I pivoted strategies and we launched a paid loyalty program Instead of a free one.
This was a time at Reddoorz when we were gearing up to launch a loyalty program to drive sustainable business by creating a loyal user base.
Initially , we had decided to launch a program where users can Opt-In for free. The idea was to get On-Board at least 40% of repeat user base into the loyalty program to drive retention. Competitive bench marking also led to our inclinat"
Vivek S. - "Let me tell you about the time where I pivoted strategies and we launched a paid loyalty program Instead of a free one.
This was a time at Reddoorz when we were gearing up to launch a loyalty program to drive sustainable business by creating a loyal user base.
Initially , we had decided to launch a program where users can Opt-In for free. The idea was to get On-Board at least 40% of repeat user base into the loyalty program to drive retention. Competitive bench marking also led to our inclinat"See full answer
"\# An program that prints out the peak elements in a list of integers.
Pseudocode:
1. Define a function that takes a list of integers as input.
2. Initialize an empty list to store the peak elements.
3. Loop through the list of integers.
4. For each element, check if it is greater than its neighbors.
5. If it is, add it to the list of peak elements.
6. Return the list of peak elements.
def findpeakelements(nums):
if not nums:
return []
peaks = []
n = len(nums"
Frederick K. - "\# An program that prints out the peak elements in a list of integers.
Pseudocode:
1. Define a function that takes a list of integers as input.
2. Initialize an empty list to store the peak elements.
3. Loop through the list of integers.
4. For each element, check if it is greater than its neighbors.
5. If it is, add it to the list of peak elements.
6. Return the list of peak elements.
def findpeakelements(nums):
if not nums:
return []
peaks = []
n = len(nums"See full answer
"👇 Your feedback is very much appreciated 👇
👁️ Vision
Empower artists to earn a living through their art while connecting millions of fans to exceptional music experiences. A live streaming feature can humanize the digital experience, making the platform not only a place to stream recorded music but also a stage for real-time, authentic artist-fan interactions.
Enhance Spotify’s artist-first narrative by providing a unique way for artists to monetize their performances.
Leverage Spot"
Julien C. - "👇 Your feedback is very much appreciated 👇
👁️ Vision
Empower artists to earn a living through their art while connecting millions of fans to exceptional music experiences. A live streaming feature can humanize the digital experience, making the platform not only a place to stream recorded music but also a stage for real-time, authentic artist-fan interactions.
Enhance Spotify’s artist-first narrative by providing a unique way for artists to monetize their performances.
Leverage Spot"See full answer