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Power BI developers ensure data security by implementing role-based access controls, ensuring that only authorized users can access sensitive data. They use encryption for data at rest and in transit and adhere to industry standards and best practices for data protection. Regular audits and updates to security protocols help maintain data integrity and confidentiality. By prioritizing security measures, Power BI developers protect against data breaches and ensure compliance with relevant regulations.