Design a Text-to-Video Generation Service

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This question evaluates understanding of ML system design, distributed scheduling, durable asynchronous job pipelines, GPU resource orchestration, and systematic failure-mode analysis for large-scale text-to-video generation services.

Design a Text-to-Video Generation Service

Company: OpenAI

Role: Software Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates understanding of ML system design, distributed scheduling, durable asynchronous job pipelines, GPU resource orchestration, and systematic failure-mode analysis for large-scale text-to-video generation services.

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OpenAI
May 22, 2026
mediumSoftware EngineerTechnical ScreenML System Design
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