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Top Toptal Coding Interview Questions from 2025

Updated
1 min read

Introduction

In this blog post, we'll share the most commonly asked coding interview questions at Toptal. If you don't have months to study for your interviews, you can use AI tools like Chatmagic to generate solutions quickly and efficiently - helping you pass the interviews and get the job offer!

Problem #1: Airplane Seat Assignment Probability

n passengers board an airplane with exactly n seats. The first passenger has lost the ticket and picks a seat randomly. But after that, the rest of the passengers will: Take their own seat if it is still available, and Pick other seats randomly when they find their seat occupied Return the probability that the nth person gets his own seat. Example 1: Input: n = 1 Output: 1.00000 Explanation: The first person can only get the first seat. Example 2: Input: n = 2 Output: 0.50000 Explanation: The second person has a probability of 0.5 to get the second seat (when first person gets the first seat). Constraints: 1 <= n <= 105

Topics: Math, Dynamic Programming, Brainteaser, Probability and Statistics

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