Design Harmful Content and OOM Detection
Company: Databricks
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates machine learning system-design competencies, including safety-oriented content classification, taxonomy and labeling strategy, data collection, feature engineering, real-time prediction and serving architecture, monitoring for concept drift and adversarial behavior, and operational metrics for reliability.