**Spotify **is a proprietary Swedish^{} audio streaming and media services provider founded on 23 April 2006 by Daniel Ek and Martin Lorentzon.^{} It is one of the largest music streaming service providers, with over 433 million monthly active users, including 188 million paying subscribers, as of June 2022.^{} Spotify is listed (through a Luxembourg City-domiciled holding company, **Spotify Technology S.A.**^{}) on the New York Stock Exchange in the form of American depositary receipts.

It has got a 4.3* rating on Glassdoor and is considered one of the best product-based companies. It is highly regarded for its work-life balance.

They provide good training as well which will be beneficial in future too. You can practice the below questions collected from **Spotify **Interview Experience for the interview. We have collected past frequently asked questions from **Spotify **Interview Experience for your reference.

Categories of Questions

## Spotify Array Questions

**Question 1. Moving Average from Data Stream Leetcode Solution** Problem Statement The Moving Average from Data Stream LeetCode Solution – “Moving Average from Data Stream” states that given a stream of integers and a window size k. We need to calculate the moving average of all the integers in the sliding window. If the number of elements in the ...

**Question 2. Kth largest element in an Array Leetcode Solutions** In this problem, we have to return the kth largest element in an unsorted array. Note that the array can have duplicates. So, we have to find the Kth largest element in the sorted order, not the distinct Kth largest element. Example A = {4 , 2 , 5 , 3 ...

**Question 3. Remove Minimum Number of Elements Such That no Common Element Exist in both Array** Given two arrays A and B consisting of n and m elements respectively. Remove minimum number of elements such that no common element exist in both array and print the count of elements which removed. Example Input: A[]={ 1, 2, 1, 1} B[]= {1, 1} Output: Minimum elements to remove ...

## Spotify String Questions

**Question 4. Generate Parentheses Leetcode Solution** Problem Statement The Generate Parentheses LeetCode Solution – “Generate Parentheses” states that given the value of n. We need to generate all combinations of n pairs of parentheses. Return the answer in the form of a vector of strings of well-formed parentheses. Example: Input: n = 3 Output: ["((()))","(()())","(())()","()(())","()()()"] Explanation: ...

**Question 5. Longest Substring Without Repeating Characters Leetcode Solution** Problem Statement The Longest Substring Without Repeating Characters LeetCode Solution – states that given the string s. We need to find the longest substring without repeating characters. Example: Input: s = "abcabcbb" Output: 3 Explanation: The longest substring with no characters being repeated is of length 3. The string is: “abc”. Input: s = "bbbbb" ...

**Question 6. Valid Parentheses Leetcode Solution** Problem Statement The Valid Parentheses LeetCode Solution – “Valid Parentheses” states that you’re given a string containing just the characters '(', ')', '{', '}', '[' and ']'. We need to determine whether the input string is a valid string or not. A string is said to be a valid string if open brackets must be closed ...

**Question 7. Longest Substring Without Repeating Characters LeetCode Solution** Longest Substring Without Repeating Characters LeetCode Solution – Given a string, we have to find the length of the longest substring without repeating characters. Let’s look into a few examples: Example pwwkew 3 Explanation: Answer is “wke” with length 3 aav 2 Explanation: Answer is “av” with length 2 Approach-1 ...

**Question 8. Letter Case Permutation** In letter case permutation we have given a string consisting of alphabets and numbers only, each character in the string can be converted into lowercase and uppercase, find out all different strings which can be obtained from different combinations of lowercase and uppercase of each character in the string. Example ...

**Question 9. Valid Parentheses LeetCode Solution** In Valid Parentheses LeetCode problem we have given a string containing just the characters ‘(‘, ‘)’, ‘{‘, ‘}’, ‘[‘ and ‘]’, determine if the input string is valid. Here we will provide a Valid Parentheses LeetCode Solution to you. An input string is valid if: Open brackets must be closed ...

**Question 10. Check if String can Become Empty by Recursively Deleting given Substring** Problem Statement In the “Check if string can become empty by recursively deleting given substring” problem we have given two strings “s” and “t”. We have to check if the given input string “s” can be deleted completely by deleting the given input sub-string “t” recursively. Note: Given sub-string should ...

## Spotify Tree Questions

**Question 11. Lowest Common Ancestor of a Binary Tree Leetcode Solution** Problem Statement The Lowest Common Ancestor of a Binary Tree LeetCode Solution – “Lowest Common Ancestor of a Binary Tree” states that given the root of the binary tree and two nodes of the tree. We need to find the lowest common ancestor of these two nodes. The Lowest Common ...

**Question 12. Check whether a given Binary Tree is Complete or not** Problem Statement The problem “Check whether a given Binary Tree is Complete or not” states that you are given the root of a binary tree, check whether the tree is complete or not. A complete Binary Tree has all its levels filled except for the last level and the nodes ...

**Question 13. Merge Two Balanced Binary Search Trees** Problem Statement Given Two Balanced Binary Search Trees, there are n elements in the first BST and m elements in the second BST. Write an algorithm to merge two balanced binary search trees to form a third balanced Binary Search Tree with (n + m) elements. Example Input Output Pre-order ...

## Spotify Graph Questions

**Question 14. Minimum Operations to convert X to Y** Problem Statement The problem “Minimum Operations to convert X to Y” states that you are given two numbers X and Y, it is needed to convert X into Y using following operations: Starting number is X. Following operations can be performed on X and on the numbers that are generated ...

## Spotify Stack Questions

**Question 15. Valid Parentheses Leetcode Solution** Problem Statement The Valid Parentheses LeetCode Solution – “Valid Parentheses” states that you’re given a string containing just the characters '(', ')', '{', '}', '[' and ']'. We need to determine whether the input string is a valid string or not. A string is said to be a valid string if open brackets must be closed ...

## Spotify Queue Questions

**Question 16. Moving Average from Data Stream Leetcode Solution** Problem Statement The Moving Average from Data Stream LeetCode Solution – “Moving Average from Data Stream” states that given a stream of integers and a window size k. We need to calculate the moving average of all the integers in the sliding window. If the number of elements in the ...

**Question 17. Implementation of Deque using Doubly Linked List** Problem Statement The problem “Implementation of Deque using Doubly Linked List” states that you need to implement the following functions of Deque or Doubly Ended Queue using a doubly linked list, insertFront(x) : Add element x at the starting of Deque insertEnd(x) : Add element x at the end of ...

**Question 18. Check whether a given Binary Tree is Complete or not** Problem Statement The problem “Check whether a given Binary Tree is Complete or not” states that you are given the root of a binary tree, check whether the tree is complete or not. A complete Binary Tree has all its levels filled except for the last level and the nodes ...

**Question 19. Smallest Multiple of a Given Number** In the smallest multiple of a given number made of digits 0 and 9 only problem we have given a number n, find the smallest number made from digits 0 and 9 that is divisible by n. Assume that the answer will not exceed 106. Examples Input 3 Output 9 ...

## Spotify Other Questions

**Question 20. Valid Anagram Leetcode Solution** Problem Statement Valid Anagram Leetcode Solution – Given two strings s and t, return true if t is an anagram of s, and false otherwise. An Anagram is a word or phrase formed by rearranging the letters of a different word or phrase, typically using all the original letters exactly once. Example 1: Input: s = "anagram", t = "nagaram" Output: ...

**Question 21. Sort Colors LeetCode Solution** Problem Statement Sort Colors LeetCode Solution – Given an array nums with n objects colored red, white, or blue, sort them in-place so that objects of the same color are adjacent, with the colors in the order red, white, and blue. We will use the integers 0, 1, and 2 to represent the color red, white, and blue, respectively. ...

**Question 22. Analyze User Website Visit Pattern LeetCode Solution** Problem Statement Analyze User Website Visit Pattern LeetCode Solution – You are given two string arrays username and website and an integer array timestamp. All the given arrays are of the same length and the tuple [username[i], website[i], timestamp[i]] indicates that the user username[i] visited the website website[i] at time timestamp[i]. A pattern is a list of three websites (not necessarily distinct). For example, ["home", ...

**Question 23. Find Median from Data Stream LeetCode Solution** Problem Statement Find Median from Data Stream LeetCode Solution – The median is the middle value in an ordered integer list. If the size of the list is even, there is no middle value and the median is the mean of the two middle values. For example, for arr = [2,3,4], the median ...

**Question 24. Intersection of Two Linked Lists LeetCode Solution** Problem Statement Intersection of Two Linked Lists LeetCode Solution – We are given the heads of two strongly linked-lists headA and headB. It is also given that the two linked lists may intersect at some point. We are asked to return the node at which they intersect or null if ...

**Question 25. Convert Sorted Array to Binary Search Tree Leetcode Solution** Consider we are given a sorted array of integers. The goal is to build a Binary Search Tree from this array such that the tree is height-balanced. Note that a tree is said to be height-balanced if the height difference of left and right subtrees of any node in the ...

**Question 26. K-th Distinct Element in an Array** You are given an integer array A, print k-th distinct element in an array. The given array may contain duplicates and the output should print k-th distinct element among all unique elements in an array. If k is more than a number of distinct elements, then report it. Example Input: ...