Desired Competencies (Technical/Behavioral Competency) Over 3 years of hands‑on experience in data analysis, reporting, or BI development. Strong SQL skills for data extraction, validation, and data quality checks. Experience with ETL/ELT concepts and data modeling; familiarity with data normalizati