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Interview Questions

Review this list of 348 interview questions and answers verified by hiring managers and candidates.
  • Microsoft logoAsked at Microsoft 
    Add answer
    Video answer for 'Tell me about a time you built up a technical champion.'
    Solutions Architect
    Behavioral
    +1 more
  • Strava logoAsked at Strava 
    1 answer
    Video answer for 'What led Strava to launch indoor workout tracking?'

    "great answer!"

    Anonymous Finch - "great answer!"See full answer

    Product Strategy
  • "A/B testing is used when one wishes to only test minor front-end changes on the website. Consider a scenario where an organization wishes to make significant changes to its existing page, such as wants to create an entirely new version of an existing web page URL and wants to analyze which one performs better. Obviously, the organization will not be willing to touch the existing web page design for comparison purposes. In the above scenario, performing Split URL testing would be beneficial. T"

    Sangeeta P. - "A/B testing is used when one wishes to only test minor front-end changes on the website. Consider a scenario where an organization wishes to make significant changes to its existing page, such as wants to create an entirely new version of an existing web page URL and wants to analyze which one performs better. Obviously, the organization will not be willing to touch the existing web page design for comparison purposes. In the above scenario, performing Split URL testing would be beneficial. T"See full answer

    Statistics & Experimentation
  • Databricks logoAsked at Databricks 
    Add answer
    Video answer for 'Demo LabelBox for an Autonomous Delivery Client'
    Solutions Architect
    Customer Interaction
  • Meta logoAsked at Meta 
    8 answers
    Video answer for 'Sort a doubly linked list using merge sort.'
    +4

    " from typing import Optional class Node: def init(self, val: int, prev: Optional['Node'] = None, next: Optional['Node'] = None): self.val = val self.prev = prev self.next = next def split(head): if not head or not head.next: return head slow = head fast = head.next while fast and fast.next: slow = slow.next fast = fast.next.next mid = slow.next slow.next = None if mid: mid.prev = None "

    Akash C. - " from typing import Optional class Node: def init(self, val: int, prev: Optional['Node'] = None, next: Optional['Node'] = None): self.val = val self.prev = prev self.next = next def split(head): if not head or not head.next: return head slow = head fast = head.next while fast and fast.next: slow = slow.next fast = fast.next.next mid = slow.next slow.next = None if mid: mid.prev = None "See full answer

    Data Structures & Algorithms
    Coding
    +1 more
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  • Add answer
    Video answer for 'Predict Harmful Text'
    Coding
    Machine Learning
  • Amazon logoAsked at Amazon 
    1 answer
    Video answer for 'Print the left view of a binary tree.'

    "Initially I asked clarifying questions like whether the tree can be empty or not and asked the interviewer to explain what is meant by left view and the explanation for the sample inputs. Then I came up with the level order traversal approach where we visit each level in the binary tree at once using a queue and at each level print the value of the first node. Interviewer seemed satisfied with the approach and asked me to code it up. Finally gave the time and space complexity of the solution."

    Ds S. - "Initially I asked clarifying questions like whether the tree can be empty or not and asked the interviewer to explain what is meant by left view and the explanation for the sample inputs. Then I came up with the level order traversal approach where we visit each level in the binary tree at once using a queue and at each level print the value of the first node. Interviewer seemed satisfied with the approach and asked me to code it up. Finally gave the time and space complexity of the solution."See full answer

    Software Engineer
  • Apple logoAsked at Apple 
    Add answer
    Video answer for 'Walk me through a past data science project.'
    Data Scientist
    Behavioral
    +1 more
  • Airbnb logoAsked at Airbnb 
    4 answers
    Video answer for 'Find the minimum window substring.'

    "What about exploiting the hash set and that is it? def smallestSubstring(s: str, t: str) -> str: if len(t) > len(s): return "" r = len(s) - 1 not_found = True while r > 0 and not_found: subs_set = set(s[0:r + 1]) for c in t: if not c in subs_set: not_found = False if not_found: r -= 1 else: r += 1 l = 0 not_found = True while l < r and not_"

    Gabriele G. - "What about exploiting the hash set and that is it? def smallestSubstring(s: str, t: str) -> str: if len(t) > len(s): return "" r = len(s) - 1 not_found = True while r > 0 and not_found: subs_set = set(s[0:r + 1]) for c in t: if not c in subs_set: not_found = False if not_found: r -= 1 else: r += 1 l = 0 not_found = True while l < r and not_"See full answer

    Software Engineer
    Data Structures & Algorithms
    +1 more
  • Add answer
    Video answer for 'Design an ETL Pipeline for Slack for School'
    Data Engineer
    Data Pipeline Design
  • 1 answer
    Video answer for 'Design a Data Warehouse Schema for Customer Support'

    "not able to understand the accent of the candidate"

    Akash A. - "not able to understand the accent of the candidate"See full answer

    Data Engineer
    Data Modeling
  • 5 answers
    Video answer for 'Redesign the city park experience.'
    +2

    "We would like the interviewer to call out bad interviews too. I understand that these guest interviewees are spending their time for Exponent and are probably compensated. Exponent's customers are paying members and they need to know that bad answers are called out as bad answers and why. Telling everyone they are awesome at the end of the PM interview doesn't send the right message to paying subscribers who are spending valuable time training for interviews."

    Aditya G. - "We would like the interviewer to call out bad interviews too. I understand that these guest interviewees are spending their time for Exponent and are probably compensated. Exponent's customers are paying members and they need to know that bad answers are called out as bad answers and why. Telling everyone they are awesome at the end of the PM interview doesn't send the right message to paying subscribers who are spending valuable time training for interviews."See full answer

    Product Design
  • "P(A) = 0.6 P(B) = 0.4 P(D|A) = 0.05 P(D|B) = 0.03 Question asks to solve for P(A|D) P(A|D) = (P(D|A) x P(A))/P(D) = (0.05 x 0.6)/(P(D|A) x P(A) + P(D|B) x P(B)) = (0.05 x 0.6)/(0.05 x 0.6+0.03 x 0.4) = 30/42 = 5/7 = 0.714 Notice above that P(D) = P(D|A) x P(A) + P(D|B) x P (B)"

    Saurabh K. - "P(A) = 0.6 P(B) = 0.4 P(D|A) = 0.05 P(D|B) = 0.03 Question asks to solve for P(A|D) P(A|D) = (P(D|A) x P(A))/P(D) = (0.05 x 0.6)/(P(D|A) x P(A) + P(D|B) x P(B)) = (0.05 x 0.6)/(0.05 x 0.6+0.03 x 0.4) = 30/42 = 5/7 = 0.714 Notice above that P(D) = P(D|A) x P(A) + P(D|B) x P (B)"See full answer

    Statistics & Experimentation
  • Tesla logoAsked at Tesla 
    Add answer
    Video answer for 'Given a matrix of m x n elements (m rows, n columns), return all elements of the matrix in clockwise spiral order.'
    Machine Learning Engineer
    Data Structures & Algorithms
    +3 more
  • Google logoAsked at Google 
    1 answer
    Video answer for 'Design a cyber attack.'

    "Phishing Attack Scenario (High-Level) Attack Type: Phishing Goal: Steal user credentials Attack Vector: Fake email pretending to be a bank Target: End users Impact: Account takeover, financial loss Detection: Email filtering, user reports Prevention: User awareness training Multi-factor authentication Email security gateways"

    Dileep D. - "Phishing Attack Scenario (High-Level) Attack Type: Phishing Goal: Steal user credentials Attack Vector: Fake email pretending to be a bank Target: End users Impact: Account takeover, financial loss Detection: Email filtering, user reports Prevention: User awareness training Multi-factor authentication Email security gateways"See full answer

    Security
    Technical
  • Snap logoAsked at Snap 
    1 answer
    Video answer for 'How would you use data to help Snap engineering improve phone camera speed?'
    Data Analyst
    Analytical
    +1 more
  • 3 answers
    Video answer for 'Predict User App Deletion'

    "While running the testloop I am getting an error RuntimeError: runningmean should contain 28 elements not 38. I think it's the difference between the categorical features in train and test. `"

    Abinash S. - "While running the testloop I am getting an error RuntimeError: runningmean should contain 28 elements not 38. I think it's the difference between the categorical features in train and test. `"See full answer

    Coding
    Machine Learning
  • Business Analyst
    Data Analysis
    +2 more
  • Add answer
    Video answer for 'Design Reddit's homepage.'
    Product Design
    System Design
  • Meta logoAsked at Meta 
    2 answers
    Video answer for 'Design an app to plan road trips.'

    "Ask Follow up Questions Is this for specific type of user or open? Do we have any past research that has been done? Do we have an idea of company and user goals? Do we have metrics of success? Are there any existing constraints? Why  |  5 min Why is this product or feature important? How does this product benefit customers? What business opportunities does it create? What is our hypothesis? What are our company goals? Who  |  3 min Who are the different types"

    Ben G. - "Ask Follow up Questions Is this for specific type of user or open? Do we have any past research that has been done? Do we have an idea of company and user goals? Do we have metrics of success? Are there any existing constraints? Why  |  5 min Why is this product or feature important? How does this product benefit customers? What business opportunities does it create? What is our hypothesis? What are our company goals? Who  |  3 min Who are the different types"See full answer

    Product Designer
    Product Design
Showing 281-300 of 348
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