Data and Analytics Familiarity Questions

Discuss practical experience using structured query language, spreadsheet analysis, and dashboarding tools to measure and improve operational performance. Topics include defining and instrumenting metrics, building and interpreting dashboards, performing trend segmentation and cohort analysis, designing randomized experiments, and partnering with analytics teams to create reliable reporting and data pipelines. Candidates should describe common analysis patterns, how they validated data and metrics, and how they used insights to prioritize operational work.