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9.6k Questions 505 Companies08.05.2026
Showing 20 results
Role
Meta logo
Meta
Medium
Data Scientist

Expected meetings in Room 1 after random assignment

Expected Meetings in Room 1 Conditional on Being Non-empty There are N rooms and k meetings. Each meeting independently chooses a room uniformly at ra...

Analytics & Experimentation
12
0
32 people solved
Jul 12, 2025
LinkedIn logo
LinkedIn
Medium
Data Scientist

Identify Top Contributors by Recent Post Count

posts +----+---------+---------------------+ | id | user_id | created_at | +----+---------+---------------------+ | 1 | 101 | 2023-09-01...

Data Manipulation (SQL/Python)
63
0
4 people solved
Jul 12, 2025
Atlassian logo
Atlassian
Medium
Data Scientist

Implement Real-Time Rate Limiting for Web Service Requests

Scenario A web service must throttle traffic from clients; you need to decide in real-time whether each incoming request should be served or rejected ...

Coding & Algorithms
18
0
57 people solved
Jul 12, 2025
TikTok logo
TikTok
Medium
Data Scientist

Optimize Station Sequence for Maximum Car Output in Simulation

Scenario The Car-Building mini-game lets you sequence chassis, engine, and paint stations with limited buffers. Question Describe a strategy to maximi...

Coding & Algorithms
10
0
32 people solved
Jul 12, 2025
Coinbase logo
Coinbase
Medium
Data Scientist

Calculate Cumulative Sum for Each Integer in Table

numbers +-----+ | num | +-----+ | 1 | | 2 | | 13 | | 14 | | 15 | +-----+ Scenario You have a table containing one integer per row; for each row...

Data Manipulation (SQL/Python)
13
0
3 people solved
Jul 12, 2025
Point72 logo
Point72
Medium
Data Scientist

Determine Most Frequent Product Color in Carts

Scenario Online store wants to know which color of product appears most frequently in customers’ carts. Question Implement a function getMaxColor(colo...

Coding & Algorithms
30
0
100 people solved
Jul 12, 2025
Meta logo
Meta
Hard
Data Scientist

Impact of parents joining Facebook on teen engagement

Parental Presence and Teen Engagement on Facebook Facebook's teen audience overlaps increasingly with parents, who may friend their children, comment ...

Analytics & Experimentation
66
1
133 people solved
Jul 12, 2025
Pinterest logo
Pinterest
Medium
Data Scientist

Design Algorithm to Minimize Payments in Expense-Sharing App

Scenario Expense-sharing app needs to settle debts among friends after a trip. Question Given a list of transactions (payer, payee, amount), design an...

Coding & Algorithms
28
0
94 people solved
Jul 12, 2025
Pinterest logo
Pinterest
Medium
Data Scientist

Maximize Non-Overlapping Task Scheduling Efficiency

Scenario Job scheduler on a single machine wants to maximise throughput. Question Given tasks with [start, end) times, return the maximum number of no...

Coding & Algorithms
13
0
8 people solved
Jul 12, 2025
Meta logo
Meta
Medium
Data Scientist

Design SQL Query for Shop Visibility and User Activity Metrics

SHOP_VISIBILITY +----------+---------+------------+------------+-------------+--------------+ | user_id | shop_id | event_date | is_visible | signup_...

Data Manipulation (SQL/Python)
78
0
180 people solved
Jul 12, 2025
TikTok logo
TikTok
Medium
Data Scientist

Compute Averages of Unique Numbers in Dictionary Lists

Scenario Python tech screen: given a dictionary mapping keys to numeric lists, e.g., {'a':[1,2,1],'b':[1,2,3]}, compute the average of each list after...

Coding & Algorithms
24
0
46 people solved
Jul 12, 2025
Meta logo
Meta
Medium
Data Scientist

Calculate Average Session Length and Compare App Performance

user_sessions +---------+------------+------------+---------------------+---------------------+ | user_id | session_id | app | session_start ...

Data Manipulation (SQL/Python)
125
0
324 people solved
Jul 12, 2025
Meta logo
Meta
Hard
Data Scientist

Analyze Data to Boost Group Post Comment Rates

Analytics Plan to Increase Group Post Comment Coverage A social shopping platform wants to increase the percentage of group posts that receive at leas...

Analytics & Experimentation
69
0
176 people solved
Jul 12, 2025
Meta logo
Meta
Medium
Data Scientist

Determine Facebook's Restaurant Recommendation Viability Using Data

Determine Facebook's Restaurant Recommendation Viability Using Data Facebook may launch a restaurant-recommendation product that helps people discover...

Analytics & Experimentation
6
0
28 people solved
Jul 12, 2025
Meta logo
Meta
Hard
Data Scientist

Evaluate Factors Before Replacing Recommendation Model

Evaluate Factors Before Replacing a Recommendation Model A large ads platform has built a new recommendation or ranking model and plans to deprecate t...

Machine Learning
62
0
273 people solved
Jul 12, 2025
Meta logo
Meta
Medium
Data Scientist

Calculate Total Interactions for Each Product

Interactions +----------+-----------+------------+--------------+ | buyer_id | seller_id | product_id | interactions | +----------+-----------+-------...

Data Manipulation (SQL/Python)
56
0
181 people solved
Jul 12, 2025
Meta logo
Meta
Medium
Data Scientist

Determine Old vs. New Users' Shop Visibility Changes

SHOP_VISIBILITY_HISTORY +----------+----------------+---------------------+-------------------+---------+ | user_id | user_signup_dt | action_timesta...

Data Manipulation (SQL/Python)
61
0
5 people solved
Jul 12, 2025
Amazon logo
Amazon
Medium
Business Intelligence Engineer

Analyze Top Book Sales and Unique Customer Purchases

BOOK_TRANSACTION +---------------+------------+-------------+------+----------+ | MARKETPLACE_ID| TXN_DAY | CUSTOMER_ID | ASIN | QUANTITY | +------...

Data Manipulation (SQL/Python)
10
0
17 people solved
Jul 12, 2025
Pinterest logo
Pinterest
Medium
Data Scientist

Design Efficient Multi-Level Access Control System

Scenario Multi-level access control lists (country → city) must be queried quickly. Question Design and implement a permission system where each geogr...

Coding & Algorithms
7
0
6 people solved
Jul 12, 2025
Pinterest logo
Pinterest
Medium
Data Scientist

Develop Auto-Complete System for Dish Suggestions

Scenario Search-as-you-type needs dish suggestions with popularity scores. Question Build an auto-complete system using the given (string, score) tupl...

Coding & Algorithms
5
0
25 people solved
Jul 12, 2025