How often are these problems asked?
Frequency scores are based on crowdsourced interview reports. A higher score means the problem has been reported more often in recent Lyft interviews.
Very Likely
75-100%
Likely
50-74%
Sometimes
25-49%
Rare
0-24%
Problem database last updated: June 20, 2025
23 problems · 0 Easy, 18 Medium, 5 Hard · Ranked #83 of 458
0 Easy
0% · avg 23%
18 Medium
78% · avg 59%
5 Hard
22% · avg 18%
Based on 23 reported problems, Lyft interviews are slightly harder than average - 22% Hard vs 18% across all companies. The majority (78%) of questions are Medium difficulty, which is typical for companies that want to see solid fundamentals without excessive trick questions.
Compared to the industry average, Lyft puts unusual emphasis on prefix-sum (13% of problems, 3.9x the industry average), design (17.4% of problems, 3x the industry average), sliding-window (13% of problems, 2.8x the industry average). If you're short on time, these are the categories to double down on.
The most common topics are array (47.8%), hash-table (30.4%), string (30.4%), breadth-first-search (21.7%). Problems below are sorted by frequency, the ones at the top are asked most often.
| Problem | Difficulty | Frequency | Topics | |
|---|---|---|---|---|
Rotting Oranges You are given an m x n grid where each cell can have one of three values: | Medium | Very Likely | arraybreadth-first-searchmatrix | Solve |
Time Based Key-Value Store Design a time-based key-value data structure that can store multiple values for the same key at different time stamps and retrieve the key's value at a certain... | Medium | Very Likely | hash-tablestringbinary-search | Solve |
Minimum Window Substring Given two strings s and t of lengths m and n respectively, return the minimum window substring of s such that every character in t (including duplicates) is inc... | Hard | Very Likely | hash-tablestringsliding-window | Solve |
Convert Sorted List to Binary Search Tree Given the head of a singly linked list where elements are sorted in ascending order, convert it to a height-balanced binary search tree. | Medium | Very Likely | linked-listdivide-and-conquertree | Solve |
Car Pooling There is a car with capacity empty seats. The vehicle only drives east (i.e., it cannot turn around and drive west). | Medium | Likely | arraysortingheap-priority-queue | Solve |
Check Completeness of a Binary Tree Given the root of a binary tree, determine if it is a complete binary tree. | Medium | Likely | treebreadth-first-searchbinary-tree | Solve |
String Compression Given an array of characters chars, compress it using the following algorithm: | Medium | Likely | two-pointersstring | Solve |
Smallest Range Covering Elements from K Lists You have k lists of sorted integers in non-decreasing order. Find the smallest range that includes at least one number from each of the k lists. | Hard | Likely | arrayhash-tablegreedy | Solve |
Range Sum Query 2D - Immutable Given a 2D matrix matrix, handle multiple queries of the following type: | Medium | Likely | arraydesignmatrix | Solve |
Min Stack Design a stack that supports push, pop, top, and retrieving the minimum element in constant time. | Medium | Likely | stackdesign | Solve |
Word Ladder II A transformation sequence from word beginWord to word endWord using a dictionary wordList is a sequence of words beginWord -> s1 -> s2 -> ... -> sk such that: | Hard | Likely | hash-tablestringbacktracking | Solve |
Longest Consecutive Sequence Given an unsorted array of integers nums, return the length of the longest consecutive elements sequence. | Medium | Likely | arrayhash-tableunion-find | Solve |
Longest Substring Without Repeating Characters Given a string s, find the length of the longest substring without duplicate characters. | Medium | Likely | hash-tablestringsliding-window | Solve |
Decode Ways You have intercepted a secret message encoded as a string of numbers. The message is decoded via the following mapping: | Medium | Likely | stringdynamic-programming | Solve |
Implement Trie (Prefix Tree) A trie (pronounced as "try") or prefix tree is a tree data structure used to efficiently store and retrieve keys in a dataset of strings. There are various appl... | Medium | Likely | hash-tablestringdesign | Solve |
Water and Jug Problem You are given two jugs with capacities x liters and y liters. You have an infinite water supply. Return whether the total amount of water in both jugs may reach... | Medium | Likely | mathdepth-first-searchbreadth-first-search | Solve |
Asteroid Collision We are given an array asteroids of integers representing asteroids in a row. The indices of the asteroid in the array represent their relative position in space... | Medium | Likely | arraystacksimulation | Solve |
Product of Array Except Self Given an integer array nums, return an array answer such that answer[i] is equal to the product of all the elements of nums except nums[i]. | Medium | Likely | arrayprefix-sum | Solve |
Sort List Given the head of a linked list, return the list after sorting it in ascending order. | Medium | Likely | linked-listtwo-pointersdivide-and-conquer | Solve |
Maximum Candies You Can Get from Boxes You have n boxes labeled from 0 to n - 1. You are given four arrays: status, candies, keys, and containedBoxes where: | Hard | Likely | arraybreadth-first-searchgraph | Solve |
Find Minimum Time to Finish All Jobs You are given an integer array jobs, where jobs[i] is the amount of time it takes to complete the ith job. | Hard | Sometimes | arraydynamic-programmingbacktracking | Solve |
Coordinate With Maximum Network Quality You are given an array of network towers towers, where towers[i] = [xi, yi, qi] denotes the ith network tower with location (xi, yi) and quality factor qi. All... | Medium | Sometimes | arrayenumeration | Solve |
Process Tasks Using Servers You are given two 0-indexed integer arrays servers and tasks of lengths n and m respectively. servers[i] is the weight of the ith server,... | Medium | Sometimes | arrayheap-priority-queue | Solve |
Rotting Oranges
SolveYou are given an m x n grid where each cell can have one of three values:
Time Based Key-Value Store
SolveDesign a time-based key-value data structure that can store multiple values for the same key at different time stamps and retrieve the key's value at a certain...
Minimum Window Substring
SolveGiven two strings s and t of lengths m and n respectively, return the minimum window substring of s such that every character in t (including duplicates) is inc...
Convert Sorted List to Binary Search Tree
SolveGiven the head of a singly linked list where elements are sorted in ascending order, convert it to a height-balanced binary search tree.
Car Pooling
SolveThere is a car with capacity empty seats. The vehicle only drives east (i.e., it cannot turn around and drive west).
Check Completeness of a Binary Tree
SolveGiven the root of a binary tree, determine if it is a complete binary tree.
String Compression
SolveGiven an array of characters chars, compress it using the following algorithm:
Smallest Range Covering Elements from K Lists
SolveYou have k lists of sorted integers in non-decreasing order. Find the smallest range that includes at least one number from each of the k lists.
Range Sum Query 2D - Immutable
SolveGiven a 2D matrix matrix, handle multiple queries of the following type:
Min Stack
SolveDesign a stack that supports push, pop, top, and retrieving the minimum element in constant time.
Word Ladder II
SolveA transformation sequence from word beginWord to word endWord using a dictionary wordList is a sequence of words beginWord -> s1 -> s2 -> ... -> sk such that:
Longest Consecutive Sequence
SolveGiven an unsorted array of integers nums, return the length of the longest consecutive elements sequence.
Longest Substring Without Repeating Characters
SolveGiven a string s, find the length of the longest substring without duplicate characters.
Decode Ways
SolveYou have intercepted a secret message encoded as a string of numbers. The message is decoded via the following mapping:
Implement Trie (Prefix Tree)
SolveA trie (pronounced as "try") or prefix tree is a tree data structure used to efficiently store and retrieve keys in a dataset of strings. There are various appl...
Water and Jug Problem
SolveYou are given two jugs with capacities x liters and y liters. You have an infinite water supply. Return whether the total amount of water in both jugs may reach...
Asteroid Collision
SolveWe are given an array asteroids of integers representing asteroids in a row. The indices of the asteroid in the array represent their relative position in space...
Product of Array Except Self
SolveGiven an integer array nums, return an array answer such that answer[i] is equal to the product of all the elements of nums except nums[i].
Sort List
SolveGiven the head of a linked list, return the list after sorting it in ascending order.
Maximum Candies You Can Get from Boxes
SolveYou have n boxes labeled from 0 to n - 1. You are given four arrays: status, candies, keys, and containedBoxes where:
Find Minimum Time to Finish All Jobs
SolveYou are given an integer array jobs, where jobs[i] is the amount of time it takes to complete the ith job.
Coordinate With Maximum Network Quality
SolveYou are given an array of network towers towers, where towers[i] = [xi, yi, qi] denotes the ith network tower with location (xi, yi) and quality factor qi. All...
Process Tasks Using Servers
SolveYou are given two 0-indexed integer arrays servers and tasks of lengths n and m respectively. servers[i] is the weight of the ith server,...
Frequency scores are based on crowdsourced interview reports. A higher score means the problem has been reported more often in recent Lyft interviews.
Very Likely
75-100%
Likely
50-74%
Sometimes
25-49%
Rare
0-24%
Lyft interviews focus heavily on array, hash-table, string problems. If you're short on time, these are the categories to prioritize. The problems on this page are sorted by frequency, so start from the top and work your way down.
Beyond solving problems, practice explaining your approach. Lyft interviewers care about your thought process - how you break down a problem, consider edge cases, and evaluate tradeoffs between solutions. A clean O(n) solution you can explain clearly beats an O(log n) solution you can't articulate.
Looking for more companies? Browse all 458 companies in our directory, or sharpen your fundamentals with our free data structure visualizers and AI-powered DSA tutor.
Lyft has been reported to ask 23 distinct coding problems. The most common topics are array, hash-table, string. 0 are Easy difficulty, 18 are Medium, and 5 are Hard. Problems are sorted by frequency - the ones at the top are asked most often.
Based on 23 reported problems, Lyft interviews are slightly harder than average - 22% Hard vs 18% across all companies. 78% of questions are Medium difficulty. Focus on the high-frequency Medium problems first, then work through the Hard ones.
Start with the highest-frequency problems listed on this page. Focus on the core topics: array, hash-table, string. Practice solving them under time pressure and explaining your approach out loud. Mock interviews with AI can simulate the real experience.
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