Interview Process for Machine Learning Engineer (Personal Experience) Resume Screening. Technical Assessment (Take Home Assignment). Questions are mostly around MLOps concepts, Machine Learning Engineering and Designing systems. Technical Round as a followup and questions. Hiring Manager Round. Leadership interview round. Final - HR Interview covering cultural and behavioral aspects.