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OpenAI Data Analyst Coding Questions

53 practice questions for OpenAI Data Analyst interviews

OpenAI data analyst interviews focus on SQL, data visualisation, business metrics, statistical analysis, and translating data insights into actionable recommendations.

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coding Hard Verified Question #1

1. Count Machines In A Tree


Category: Tree coding problem
You are given a tree-structured network of machines where each node represents a machine. Machines can only communicate with their parent and...
Input: String
Output: Computed result
coding Medium Verified Question #2

2. Implement cd Command


Category: Algorithm coding problem
Implement a simplified version of the Unix cd command. Given a current directory path and a relative destination path, return the final absolute...
Input: Given input
Output: Computed result
coding Medium Verified Question #3

3. Largest Subgrid


Category: Grid/matrix coding problem
You are given a 2D grid of non-negative integers and a maximum sum constraint. Find the largest size of a square sub-grid such that all...
Input: 2D grid
Output: Integer
coding Hard Verified Question #4

4. Memory Allocator


Category: Linked list coding problem
# Memory Allocator Design a memory allocator that manages a contiguous block of memory. Implement malloc and free operations with efficient...
Input: Linked list
Output: Computed result
coding Hard Verified Question #5

5. Toy Language Type Inference


Category: String coding problem
Implement a type system for a toy programming language that supports primitives, tuples, and generics. Your task is to represent types and infer...
Input: List
Output: Computed result
coding Medium Verified Question #6

6. Virus Spread


Category: Grid/matrix coding problem
Simulate the spread of a virus through a grid. Each cell can be in one of three states: healthy, infected, or immune. *This is similar to a leetcode...
Input: 2D grid
Output: Integer
coding Medium Verified Question #7

7. Bot-Enabled Messaging System


Category: String coding problem
You are building a chat system that supports human users and automated bots. Messages are added to a channel log and may trigger bot responses. The...
Input: List
Output: Computed result
coding Hard Verified Question #8

8. Connection Tracker


Category: Algorithm coding problem
Design a social network system that tracks follow relationships between users and preserves a full history through snapshots. The system allows...
Input: List
Output: Computed result
coding Medium Verified Question #9

9. GPU Credit Ledger


Category: String coding problem
You are designing a system to manage GPU credits. Each credit grant is valid during a specific time window. Events may arrive out of chronological...
Input: String
Output: Computed result
coding Medium Verified Question #10

10. GPU Credit Manager


Category: String coding problem
You are designing a system to manage GPU credits. Each credit grant is valid during a specific time window. Events may arrive out of chronological...
Input: String
Output: Computed result
coding Hard Verified Question #11

11. In-Memory SQL Engine


Category: String coding problem
Design an in-memory SQL database that supports creating tables, inserting rows with automatic type inference, and querying with filtering and sorting.
Input: List
Output: Computed result
coding Hard Verified Question #12

12. Persistent Key-Value Store


Category: Trie-based coding problem
You are designing a persistent key-value store that serializes its state to a binary storage medium. Native serialization (e.g., JSON, pickle,...
Input: Array
Output: Computed result
coding Hard Verified Question #13

13. Shard Rebalancer


Category: String coding problem
You are implementing a shard management system for a distributed key-value store. Each shard is identified by a string and covers a contiguous range...
Input: String
Output: Computed result
coding Hard Verified Question #14

14. IP Address Iterator


Category: String coding problem
Every device on the public internet is identified by an IPv4 address written in dotted-decimal notation as "A.B.C.D", where each octet is an...
Input: String
Output: Computed result
coding Medium Verified Question #15

15. Version Support Finder


Category: Binary search coding problem
A software company maintains a sorted list of version strings in ascending chronological order. A critical feature was introduced in one version, and...
Input: List
Output: Computed result
coding Medium Verified Question #16

16. Monster Battle Simulator


Category: String coding problem
Simulate a deterministic, turn-based battle between two ordered teams of monsters. Execute the fight step by step and produce a chronological battle...
Input: List
Output: Computed result
coding Medium Verified Question #17

17. Distributed Tree Messaging


Category: Tree coding problem
You are implementing a message-passing protocol for a distributed system organized as a rooted n-ary tree. Each node represents a machine and...
Input: List
Output: Printed output

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