Meta Coding & Algorithms Interview Questions

Preparing for Meta Coding & Algorithms interview questions requires focusing on algorithmic problem solving, writing production-minded code, and communicating tradeoffs under time

302 Questions 1 Company07.06.2026
Showing 20 results
Role
Meta logo
Meta
Medium
Machine Learning Engineer

Return k smallest elements using heap

Given an unsorted array nums of up to 1,000,000 integers and an integer k (1 <= k <= nums.length), return the k smallest elements in ascending order. ...

Coding & Algorithms
5
0
46 people solved
Sep 6, 2025
Meta logo
Meta
Medium
Machine Learning Engineer

Maximize one stock trade profit

You're given an array prices of length n where prices[i] is the stock price on day i. You may complete at most one transaction (buy once, then sell la...

Coding & Algorithms
2
0
34 people solved
Sep 6, 2025
Meta logo
Meta
Medium
Software Engineer

Solve sliding window and tree BFS problems

1) Sliding window: Given an array of positive integers nums and an integer target, return the minimal length of a contiguous subarray whose sum is at ...

Coding & Algorithms
2
0
30 people solved
Sep 6, 2025
Meta logo
Meta
Medium
Software Engineer

Solve grid path and robot navigation

Part A — Shortest path in a grid with obstacles: Given an m×n grid of 0/1 cells (0 = open, 1 = obstacle), start at (0, 0) and end at (m−1,n− 1). You m...

Coding & Algorithms
4
0
34 people solved
Sep 6, 2025
Meta logo
Meta
Medium
Machine Learning Engineer Locked

Solve sampling and streaming tasks

This question evaluates algorithmic problem-solving, data structure design, probabilistic reasoning for weighted random selection, sliding-window stri...

Coding & Algorithms
1
0
29 people solved
Sep 4, 2025
Meta logo
Meta
Medium
Software Engineer

Implement basic expression evaluator

Implement a function to evaluate a string expression containing non-negative integers, '+', '-', '*', '/', and spaces. Multiplication and division hav...

Coding & Algorithms
4
0
30 people solved
Aug 14, 2025
Meta logo
Meta
Medium
Data Engineer

Solve four algorithmic library problems

Solve the following coding tasks: 1) Maximum Points from Different Categories: Given an array of items (category, points) and an integer k, choose exa...

Coding & Algorithms
9
0
87 people solved
Aug 13, 2025
Meta logo
Meta
Medium
Software Engineer

Solve tree traversal and interval merging tasks

Part A — Column-wise Binary Tree Grouping: You are given the root of a binary tree. Group nodes by vertical column index, where the root has column 0,...

Coding & Algorithms
4
0
37 people solved
Aug 13, 2025
Meta logo
Meta
Medium
Software Engineer

Solve permutation successor and evaluate expressions

Part A: Given a sequence of integers that forms a permutation, rearrange it in-place to produce the immediate next sequence in lexicographic order. If...

Coding & Algorithms
3
0
27 people solved
Aug 12, 2025
Meta logo
Meta
Medium
Software Engineer

Implement in-place duplicate removal

Given a non-decreasing array of integers, overwrite it in-place so that each distinct value appears exactly once while preserving the order of the uni...

Coding & Algorithms
2
0
35 people solved
Aug 12, 2025
Meta logo
Meta
Medium
Software Engineer

Remove runs of length at least k

Given a string s and an integer k (k >= 2), repeatedly remove every maximal contiguous group of the same character whose length is at least k, deletin...

Coding & Algorithms
2
0
24 people solved
Aug 12, 2025
Meta logo
Meta
Medium
Software Engineer

Maintain top N payers

Maintain top N payers Implement topNPayers(n) that returns the n accounts with the highest cumulative outgoing payment amounts as strings formatted "{...

Coding & Algorithms
1
0
25 people solved
Aug 9, 2025
Meta logo
Meta
Medium
Software Engineer

Check near-palindrome with one deletion

Check near-palindrome with one deletion Given a string s, determine whether it can become a palindrome after deleting at most one character. Return bo...

Coding & Algorithms
3
0
28 people solved
Aug 7, 2025
Meta logo
Meta
Medium
Software Engineer

Compute binary tree diameter

Compute binary tree diameter Given the root of a binary tree, compute the tree's diameter defined as the maximum number of edges on any path between t...

Coding & Algorithms
4
0
44 people solved
Aug 7, 2025
Meta logo
Meta
Medium
Software Engineer

Compute weighted sum of nested lists

Compute weighted sum of nested lists Given a nested collection that can contain integers or other nested collections, compute the depth-weighted sum w...

Coding & Algorithms
7
0
52 people solved
Aug 7, 2025
Meta logo
Meta
Medium
Software Engineer

Solve UTF-8 Validation & Shortest Path

Question LeetCode 393. UTF-8 Validation LeetCode 1091. Shortest Path in Binary Matrix https://leetcode.com/problems/utf-8-validation/description/ http...

Coding & Algorithms
2
0
37 people solved
Aug 4, 2025
Meta logo
Meta
Medium
Software Engineer

Solve weighted pick and product except self

Question LeetCode 528. Random Pick with Weight LeetCode 238. Product of Array Except Self https://leetcode.com/problems/random-pick-with-weight/descri...

Coding & Algorithms
5
0
36 people solved
Aug 4, 2025
Meta logo
Meta
Medium
Data Engineer

Validate carpool capacity

Question LeetCode 1094. Car Pooling – Given trips[i] = [numPassengers, start, end] and an integer capacity, return true if the vehicle can fulfill all...

Coding & Algorithms
5
0
68 people solved
Aug 4, 2025
Meta logo
Meta
Medium
Machine Learning Engineer

Check diagonal and compute window statistics

Question Given a square matrix, determine whether all elements on its main diagonal are identical. LeetCode 346. Moving Average from Data Stream – des...

Coding & Algorithms
9
0
70 people solved
Aug 4, 2025
Meta logo
Meta
Medium
Data Scientist

Optimize Oculus Data Streaming with Bandwidth Constraints

Scenario Algorithmic screening for Meta VR/AR teams covering Oculus data streaming and geometric optimization. Question Oculus: Given an array frame_s...

Coding & Algorithms
4
0
47 people solved
Aug 4, 2025

Frequently Asked Questions

How difficult are Meta Coding & Algorithms interview questions?
Meta Coding & Algorithms questions are typically rated medium to hard and often grow tougher as you progress through rounds. Early screens usually aim to confirm correct problem solving and implementation ability, while onsite interviews expect robust algorithmic thinking, time and space optimality, and clear communication under pressure. Interviewers evaluate how you approach unfamiliar problems, move from brute force to optimized solutions, handle edge cases, and articulate complexity trade‑offs. Preparation should target speed, pattern recognition, and producing clean, testable code that can be reasoned about aloud during the interview.
Where in Meta's interview process do Coding & Algorithms questions appear, and how are they evaluated?
Coding and algorithms questions commonly appear in phone screens, technical online assessments, and the core onsite/virtual loop; they may be mixed with product or design conversations depending on role. Evaluations focus on problem decomposition, correctness, algorithmic efficiency, and code quality. Interviewers listen for clear problem statements, thoughtful trade‑offs, and how you validate solutions against edge cases and constraints. For more senior roles, emphasis shifts to selecting the right abstractions and reasoning about large inputs and performance. Communication, testing, and the ability to iterate from a simple approach to an optimized one are all part of the score.
How should I plan my interview preparation timeline for Meta Coding & Algorithms roles?
A disciplined timeline usually spans six to twelve weeks depending on experience and starting point. Begin with two to three weeks of fundamentals: solidify data structures, complexity analysis, and core algorithms. Follow with four to six weeks of focused practice on medium and hard problems, rotating topics and timing yourself, while documenting patterns and common mistakes. In the final two weeks, emphasize mock interviews, timed coding rounds, and refining communication and testing habits. Regularly review incorrect solutions to identify recurring gaps, and incorporate at least a few live mock interviews to habituate speaking through your thought process.
What key subtopics within Coding & Algorithms should I focus on for Meta interviews?
Concentrate on arrays and strings, trees and graphs (including BFS/DFS), hash maps, two‑pointer and sliding window techniques, recursion and backtracking, dynamic programming, and sorting/search algorithms. Also prepare on complexity analysis, space‑time tradeoffs, handling NULLs and edge cases, and writing robust test cases. For higher levels, emphasize understanding of algorithmic scalability, memory layout implications, and performance tuning. Equally important are clear coding style, readable variable names, and the ability to explain why a chosen data structure or algorithm best fits the constraints of the problem.
What standout tips, common pitfalls, and final advice for Coding & Algorithms interviews at Meta?
Start each problem by asking clarifying questions and describing a brute‑force approach before optimizing. Verbally outline your plan, write clean code with basic tests, and explain complexity at the end. Common pitfalls include diving into coding without validating edge cases, ignoring constraints, and failing to communicate assumptions. Avoid overfitting to memorized problems; instead, internalize patterns so you can adapt. Use mock interviews to sharpen pacing and feedback. Finally, remain calm if stuck: state hypotheses, try small examples, and iterate—interviewers value structured thinking and recoveries as much as perfect first attempts.

Explore more Meta Coding & Algorithms interview questions

Real questions from candidate reports, grouped by role, topic and company.

By role
Other categories at Meta
Coding & Algorithms questions at other companies
Browse all