Power BI architecture, environment, and dataflows
- Establish best practices and standards for managing Power BI artifacts, including reports, datasets, and dataflows within workspaces.
- Configure and manage dataflows to ingest, transform, and prepare data from various sources for analysis within Power BI.
- Develop and implement strategies for automating data refresh processes to keep Power BI reports and dashboards up-to-date.
- Collaborate with data engineers and data scientists to optimize dataflows and ensure data quality and consistency.
- Monitor and troubleshoot data refresh failures, performance issues, and other technical challenges related to Power BI datasets and dataflows.
- Manage Power BI deployment pipelines for development, testing, and production environments.
- Leverage Power BI REST APIs to automate CI/CD pipelines for updating, publishing, and deploying numerous dashboards at scale.
Power BI development
- Work closely with stakeholders to gather requirements, understand business needs, and translate them into technical solutions.
- Develop advanced Power BI reports, dashboards, and interactive visualizations that provide actionable insights and drive data-driven decision-making.
- Design and implement efficient and scalable data models using Power BI Desktop and SQL Server Analysis Services (SSAS).
- Write complex M query and DAX calculations to manipulate and transform data for analysis and reporting purposes.
- Integrate Python and/or R scripts into Power BI for data transformation and data visualization.
- Optimize performance of Power BI reports and dashboards to ensure fast load times and smooth user experience.
- Establish version control best practices using Git integration.
Documentation, training and support
- Create and maintain documentation related to Power BI solutions, including data models, calculations, and report designs.
- Provide training and support to upskill other data scientists on how to improve their Power BI capabilities.
- Stay current with industry trends and advancements in Power BI and related technologies and recommend innovative solutions to enhance data analytics capabilities.