Design CSV upload endpoint with GPT classification

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Quick Overview

This question evaluates backend engineering skills including HTTP API design, multipart file handling, CSV parsing and serialization, local JSON persistence, and integration with an external GPT-style classification API.

Design CSV upload endpoint with GPT classification

Company: Scale AI

Role: Software Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: Onsite

Overview: This question evaluates backend engineering skills including HTTP API design, multipart file handling, CSV parsing and serialization, local JSON persistence, and integration with an external GPT-style classification API.

Read the full Scale AI Software Engineer interview experience this question came from

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Scale AI
Dec 8, 2025
mediumSoftware EngineerOnsiteSoftware Engineering Fundamentals
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