Choose Ranking Functions, Customer Value Metrics, and Predictive Models
Company: ByteDance
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: A machine-learning and analytics fundamentals interview covering SQL ranking functions, defensible high-value-customer definitions, and model selection across linear, logistic, random-forest, and gradient-boosted approaches.