"Just a bit of context on what could be a risk in Product or Software Development. We talk about the Scope, Quality, and Time Triangle. IMHO the only variables that can matter and can pose risk are these.
Try to form an answer where you used the Effort, Value, Risk framework to quantify the risk.
The answer can be similar to short term sacrifices for long term gains, as you do take in mind the risk the short term sacrifices pose.
Situation - I was leading the team to complete an overhaul of the"
Umang S. - "Just a bit of context on what could be a risk in Product or Software Development. We talk about the Scope, Quality, and Time Triangle. IMHO the only variables that can matter and can pose risk are these.
Try to form an answer where you used the Effort, Value, Risk framework to quantify the risk.
The answer can be similar to short term sacrifices for long term gains, as you do take in mind the risk the short term sacrifices pose.
Situation - I was leading the team to complete an overhaul of the"See full answer
"I work at a startup that makes software for Law Enforcement and the FBI. Our product analyzes calls being made by prison inmates and "listens" for predictors of violence and criminal behavior. Our clients are some of the top state prisons in the country.
Recently one of the largest states in the country decided to evaluate our product for their prison system. I demo'd the product to the officers and they seemed to like everything. During the presentation they asked us if the product was ADA com"
Aabid S. - "I work at a startup that makes software for Law Enforcement and the FBI. Our product analyzes calls being made by prison inmates and "listens" for predictors of violence and criminal behavior. Our clients are some of the top state prisons in the country.
Recently one of the largest states in the country decided to evaluate our product for their prison system. I demo'd the product to the officers and they seemed to like everything. During the presentation they asked us if the product was ADA com"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
"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
Software Engineer
Behavioral
+3 more
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"1. Requirements Analysis
Functional Requirements
Video streaming with multiple quality levels
Content browsing and search
Continue watching functionality
Content recommendations
Non-Functional Requirements
Low latency video delivery (<2s startup time)
High availability (99.99% uptime)
Scalability to handle millions of concurrent streams
API response time < 100ms
2. Microservices Architecture
Core Microservices
Content Service
Content metadata mana"
Vince S. - "1. Requirements Analysis
Functional Requirements
Video streaming with multiple quality levels
Content browsing and search
Continue watching functionality
Content recommendations
Non-Functional Requirements
Low latency video delivery (<2s startup time)
High availability (99.99% uptime)
Scalability to handle millions of concurrent streams
API response time < 100ms
2. Microservices Architecture
Core Microservices
Content Service
Content metadata mana"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
"Approach
Clarify the question
Define deaf --> unable to hear, but can communicate via sign language, lip read and use all other senses
Define fire alarm --> for residential use, it notifies occupants of smoke and potential fires and alerts fire department to check in and/or come over
Define constraints --> budgetary constraint, design should be user-friendly and convenient
Define goals --> get folks out of harm's way quickly and notify fire department to c"
Bella R. - "Approach
Clarify the question
Define deaf --> unable to hear, but can communicate via sign language, lip read and use all other senses
Define fire alarm --> for residential use, it notifies occupants of smoke and potential fires and alerts fire department to check in and/or come over
Define constraints --> budgetary constraint, design should be user-friendly and convenient
Define goals --> get folks out of harm's way quickly and notify fire department to c"See full answer
"Function signature for reference:
def calculate(servers: List[int], k: int) -> int:
...
To resolve this, you can use binary search considering left=0 and right=max(servers) * k
so
Example:
servers=[1,4,5] First server handle 1 request in let's say 1 second, second 4 seconds and last 5 seconds.
k=10
So I want to know the minimal time to process 10 requests
Get the mid for timeline
mid = (left+right)//2 -> mid is 25
Check how many we could process
25//1 = 25 25//4=6 25//5=5 so 25 + 6 +"
Babaa - "Function signature for reference:
def calculate(servers: List[int], k: int) -> int:
...
To resolve this, you can use binary search considering left=0 and right=max(servers) * k
so
Example:
servers=[1,4,5] First server handle 1 request in let's say 1 second, second 4 seconds and last 5 seconds.
k=10
So I want to know the minimal time to process 10 requests
Get the mid for timeline
mid = (left+right)//2 -> mid is 25
Check how many we could process
25//1 = 25 25//4=6 25//5=5 so 25 + 6 +"See full answer
"Since the problem asks for a O(logN) solution, I have to assume that the numbers are already sorted, meaning the same number are adjacent to each other, the value of the numbers shouldn't matter, and they expect us to use Binary Search.
First, we should analyze the pattern of a regular number array without a single disrupter.
Index: 0 1 2 3 4. 5 6. 7. 8. 9
Array:[1, 1, 2, 2, 4, 4, 5, 5, 6, 6]
notice the odd indexes are always referencing the second of the reoccurring numbers and t"
Bamboo Y. - "Since the problem asks for a O(logN) solution, I have to assume that the numbers are already sorted, meaning the same number are adjacent to each other, the value of the numbers shouldn't matter, and they expect us to use Binary Search.
First, we should analyze the pattern of a regular number array without a single disrupter.
Index: 0 1 2 3 4. 5 6. 7. 8. 9
Array:[1, 1, 2, 2, 4, 4, 5, 5, 6, 6]
notice the odd indexes are always referencing the second of the reoccurring numbers and t"See full answer
"I was working for my friend building streams at venues across the Chicago land area for FGC (fighting game tournaments), I adjusted and engineered his equipment to be set up permanently that's until covid came around at least. I used OBS to give visual appearances to stream watchers. So we're talking about subscribe, follow, and donation notifications and things of that nature for viewers to know they contributed in one of those ways. I set up proper sign-up scheduling for participants to lock t"
Ayinde B. - "I was working for my friend building streams at venues across the Chicago land area for FGC (fighting game tournaments), I adjusted and engineered his equipment to be set up permanently that's until covid came around at least. I used OBS to give visual appearances to stream watchers. So we're talking about subscribe, follow, and donation notifications and things of that nature for viewers to know they contributed in one of those ways. I set up proper sign-up scheduling for participants to lock t"See full answer
"Sounds like both the features requests address different problems, although it should be clarified in my opinion.
I'd try to dig deep into why the customers are raising the requests to uncover the pain points.
Questions like the following would help:
"How are you currently solving it?"
"What does it mean for you in terms of Cost or productivity?" (based on the context of the product)
"Have you searched for an alternative?"
Descriptive answers for the above questions should tell us if the"
Kapil P. - "Sounds like both the features requests address different problems, although it should be clarified in my opinion.
I'd try to dig deep into why the customers are raising the requests to uncover the pain points.
Questions like the following would help:
"How are you currently solving it?"
"What does it mean for you in terms of Cost or productivity?" (based on the context of the product)
"Have you searched for an alternative?"
Descriptive answers for the above questions should tell us if the"See full answer
"Sorted the array and stored the minimum difference in a variable and then traversed the array for the pairs having minimum difference"
Aashka C. - "Sorted the array and stored the minimum difference in a variable and then traversed the array for the pairs having minimum difference"See full answer
"For any project based questions, it is important to structure your response clearly, showcasing your thought process, technical skills, problem-solving abilities, and how your work added value. Besides the STAR method, you can also use this kind of framework:
1. Start by selecting a relevant project (related to the role)
Give the project background and what specific problem it solved.
2. Align the project's objective and your role
Be specific about your role: were you the le"
Malay K. - "For any project based questions, it is important to structure your response clearly, showcasing your thought process, technical skills, problem-solving abilities, and how your work added value. Besides the STAR method, you can also use this kind of framework:
1. Start by selecting a relevant project (related to the role)
Give the project background and what specific problem it solved.
2. Align the project's objective and your role
Be specific about your role: were you the le"See full answer
"def is_palindrome(s: str) -> bool:
new = ''
for a in s:
if a.isalpha() or a.isdigit():
new += a.lower()
return (new == new[::-1])
debug your code below
print(is_palindrome('abcba'))
`"
Anonymous Roadrunner - "def is_palindrome(s: str) -> bool:
new = ''
for a in s:
if a.isalpha() or a.isdigit():
new += a.lower()
return (new == new[::-1])
debug your code below
print(is_palindrome('abcba'))
`"See full answer
"Request inputs/feedback on my response below with regards to this question and ways to improve and if it looks apt for this question.
As a TPM at xxx, I was responsible for delivering a feature that would provide prescription (medications) alternatives to users in the Prescription Shopping Consumer Experience App. The project had a tight deadline as it was something that our account management team promised to a client who wanted it for their employees. My goal was to ensure smooth development"
Pavani B. - "Request inputs/feedback on my response below with regards to this question and ways to improve and if it looks apt for this question.
As a TPM at xxx, I was responsible for delivering a feature that would provide prescription (medications) alternatives to users in the Prescription Shopping Consumer Experience App. The project had a tight deadline as it was something that our account management team promised to a client who wanted it for their employees. My goal was to ensure smooth development"See full answer
"I will use below 4 pillars to rate and prioritize those 5 projects:
Analyze the impact of those 5 projects, to our team and to the whole company maybe
Find out if those 5 projects have any dependency between each other
Clarify the timeline of each project
Identity the status of resources to work on those 5 projects and also the status of their dependencies"
Dean Z. - "I will use below 4 pillars to rate and prioritize those 5 projects:
Analyze the impact of those 5 projects, to our team and to the whole company maybe
Find out if those 5 projects have any dependency between each other
Clarify the timeline of each project
Identity the status of resources to work on those 5 projects and also the status of their dependencies"See full answer
"
To clarify on what we are trying to solve for and get the definition of a distributed scheduler straight . So A Distributed Scheduler refers to a system that can handle job scheduling and execution in a scalable and fault-tolerant manner by distributing the workload across multiple servers or nodes.
we will make some assumptions with the design , as follows:
we will assume 10,000 QPS for job submissions and should be able query for jobs status .
Job execution should have minimal latency"
Scott S. - "
To clarify on what we are trying to solve for and get the definition of a distributed scheduler straight . So A Distributed Scheduler refers to a system that can handle job scheduling and execution in a scalable and fault-tolerant manner by distributing the workload across multiple servers or nodes.
we will make some assumptions with the design , as follows:
we will assume 10,000 QPS for job submissions and should be able query for jobs status .
Job execution should have minimal latency"See full answer