Airbnb ML engineer interviews focus on model training pipelines, feature engineering, deployment infrastructure, and implementing ML algorithms from scratch.
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coding
Hard
Verified Question
#1
1. Best Service For Rental Properties
Category: Graph coding problemYou are helping users find the most cost-effective way to get all the services they want for their rental property. You are given: - A list of...Input: Graph (nodes and edges)
Output: Computed result
coding
Hard
Verified Question
#2
2. Best Ski Route
Category: Graph coding problem# Question You are skiing down from the top of a mountain and want to maximize your score when you reach the finish. There are multiple routes you...Input: Graph (nodes and edges)
Output: Computed result
coding
Medium
Verified Question
#3
3. Design A Queue
Category: Array coding problemDesign a queue data structure that mimics memory allocation patterns. The queue must store elements in fixed-size blocks (arrays), where each...Input: Array
Output: Computed result
coding
Hard
Verified Question
#4
4. Menu Order Equaling Target Sum
Category: Algorithm coding problemYou are given a menu containing prices of individual items. Given a target amount of money, find all possible combinations of menu items that...Input: Integer(s)
Output: Integer
coding
Hard
Verified Question
#5
5. Most Cost Effective Menu Order
Category: Dynamic programming coding problemYou are building an app that helps users determine the most cost-effective order they can place at a restaurant for the food items they want. You...Input: List
Output: Computed result
coding
Medium
Verified Question
#6
6. Best Way To Split Stay
Category: Graph coding problemYou are building a property recommendation system for vacation rentals. Given a list of available properties, you need to find the optimal...Input: Graph (nodes and edges)
Output: Integer
coding
Medium
Verified Question
#7
7. Maximize Task Points
Category: Algorithm coding problemYou are given a set of tasks, each with a deadline and a reward (profit) for completing it. Each task takes exactly one day to complete, and only...Input: Given input
Output: Computed result
coding
Hard
Verified Question
#8
8. Collatz Sequence
Category: Algorithm coding problemThe Collatz conjecture is a famous unsolved problem in mathematics. For any positive integer
n, the sequence is defined as follows: - If n is...Input: Integer(s)Output: Computed result
coding
Medium
Verified Question
#9
9. Shortest Maze Path
Category: Grid/matrix coding problem# Question You are in a maze that is represented as a grid of cells, where each cell is either empty (
O) or blocked (X). You can move up, down,...Input: 2D gridOutput:** Integer
coding
Hard
Verified Question
#10
10. Implement Refunds
Category: Algorithm coding problem# Question AirBnB has a need to support refunds for our customers in case of booking changes or cancellations.Input: List
Output: Array
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