The interview process for a Data Analyst role typically begins with a recruiter or HR screening, followed by one or more technical interviews, a business case or data analysis exercise, and sometimes a final interview with the hiring manager. During the technical rounds, candidates are commonly assessed on SQL, Excel, Python or R, data cleaning, visualization, and basic statistics. Some companies may also include a take-home assignment or live case study where you analyze a dataset and present your findings. The final stage often focuses on communication skills, teamwork, and overall fit with the organization.