Design a weapon-ad harmful content detection system

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Quick Overview

This question evaluates skills in end-to-end system design and applied machine learning for multi-modal harmful content detection, covering scalability, low-latency inference, human-in-the-loop workflows, feedback-driven retraining, and safety/privacy considerations.

Design a weapon-ad harmful content detection system

Company: Meta

Role: Machine Learning Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates skills in end-to-end system design and applied machine learning for multi-modal harmful content detection, covering scalability, low-latency inference, human-in-the-loop workflows, feedback-driven retraining, and safety/privacy considerations.

Read the full Meta Machine Learning Engineer interview experience this question came from

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Jan 22, 2026
mediumMachine Learning EngineerTechnical ScreenSystem Design
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