Entry Level Data Scientist Interview Preparation Guide - FAANG Standards

The Entry Level Data Scientist interview process at FAANG companies typically consists of 6 rounds spanning 4-8 weeks. The process evaluates your foundational technical skills in SQL and Python, understanding of statistics and experimentation, ability to apply data insights to business problems, and culture fit. Rounds progress from initial screening through multiple technical assessments to final behavioral evaluation. The focus is on demonstrating learning potential, clear communication of problem-solving approach, and fundamental competency in core data science tools and concepts.