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Medium — common data analyst title and mid-level experience increase candidate density.
Low — SQL, ETL, and data governance skills are broadly transferable across industries.
Medium — explicit experience ranges plus mandatory SQL/ETL and data governance skills enforce moderate filtering.
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Examine data systems to understand relationships and business/system technical processes.
Document findings related to data systems and their business impact.
Develop skills in areas like SQL, data governance, ELT/ETL strategies, data quality evaluation, and requirements research.
Typically requires a degree with fewer than 2 years’ experience or no degree with 4-6 years combined education and relevant work experience.
Entry-level position working under supervision on assigned tasks or project portions.
Work Experience Required: Typically fewer than 2 years or equivalent as described.
Reports to Data Analyst Manager or senior technical leader.
Early career professional aiming to develop data analysis skills in SQL, data governance, ELT/ETL, and data quality.
Able to work under supervision on specific tasks or project segments.
Interest in building foundational knowledge to evolve into more independent data analyst roles.