Design photo and listing quality models
Company: Airbnb
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Quick Answer: This question evaluates competency in machine learning product design and engineering, encompassing labeling strategy, feature engineering, model selection, evaluation metrics, deployment, monitoring, and fairness considerations for optimizing cover photo selection and identifying high-quality listings.