My project analyzes the key factors that influence the level of job automation risk in the era of artificial intelligence. Through multiple regression model and data visualization, it explores how job characteristics relate to automation vulnerability. The goal is to provide clearer insights for individuals and companies to understand which roles may face higher risk in the future.