Meta Machine Learning Engineer - Entry Level Interview Preparation Guide

Meta's entry-level Machine Learning Engineer interview follows a full-loop format consisting of a recruiter screening, a technical phone screen, and an onsite interview loop. The complete interview process evaluates coding fundamentals, machine learning theory, system design thinking, and cultural fit. Candidates participate in multiple rounds with different interviewers, each assessing specific competencies. The total interview process typically spans 4-6 weeks from initial contact to final decision.