How do I approach ML System Design interview questions?

ML System Design questions require understanding of core concepts and practice. PracHub provides solutions with explanations to help you master ml system design interviews.

What difficulty level is this interview question?

This is a medium difficulty ML System Design question, commonly asked during Technical Screen rounds at OpenAI.

What role is this question designed for?

This question is commonly asked for Software Engineer candidates at OpenAI during technical interviews.

Design a Text-to-Video Generation Service

Last updated: Jul 1, 2026

Quick 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.

|Home/ML System Design/OpenAI

Design a Text-to-Video Generation Service

OpenAI

May 22, 2026, 12:00 AM

mediumSoftware EngineerTechnical ScreenML System Design

Submit Your Answer to Earn 20XP

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Design a Text-to-Video Generation Service

Last updated: Jul 1, 2026

Quick Overview

|Home/ML System Design/OpenAI

Design a Text-to-Video Generation Service

OpenAI

May 22, 2026, 12:00 AM

mediumSoftware EngineerTechnical ScreenML System Design

Submit Your Answer to Earn 20XP

Loading comments...

Browse More Questions

More ML System Design•More OpenAI•More Software Engineer•OpenAI Software Engineer•OpenAI ML System Design•Software Engineer ML System Design

Your design canvas — auto-saved