![]() ![]() ![]() For example, they may work with extract, transform and load tools to transfer subsets of data from an operational database into a data warehouse to support a new query. Familiarity with various query optimization techniques helps ensure they create reports that cut database processing overhead.īI analysts may come to a job with various SQL data transformation skills. They must be fluent in writing complex SQL queries and creating complex joins across tables. They also need a solid understanding of business workflows, finance and accounting to translate the raw data into a form the users are familiar with.īI analysts need a deep understanding of the technical side of working with structured databases and data warehouses. They tend to work close to the front line with business users and subject matter experts. What is a business intelligence analyst?īusiness intelligence analysts excel at translating business requirements into the appropriate graphs, charts, spreadsheets and dashboards. ![]() Data analysts are better at looking for patterns that state what might happen. BI analysts are better at making sense of what has happened and doing so at scale. Data analysts focus more on combing data to find new patterns relevant to the business or other stakeholders. Business intelligence analysts, or BI analysts, focus on translating raw operational data into meaningful financial dashboards and reports. ![]()
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