Power BI Developer
Analytical Thinking & Business Insight<\/u><\/span><\/span><\/b><\/span><\/span>
<\/h3>Convert business problems into analytical logic and data models<\/span><\/span><\/span><\/span>
<\/p><\/li>Validate metrics against source systems before release<\/span><\/span><\/span><\/span>
<\/p><\/li>Identify trends, anomalies, leakage, and operational risks<\/span><\/span><\/span><\/span>
<\/p><\/li>Support decision\-making with accurate, explainable insights<\/span><\/span><\/span><\/span>
<\/p><\/li>Create documentation for KPIs, calculations, and data flows<\/span><\/span><\/span><\/span>
<\/p><\/li><\/ul> <\/span><\/span><\/b><\/span><\/span>Power BI Development<\/u><\/span><\/span><\/b><\/span><\/span>
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<\/div>Build high\-quality Power BI dashboards and reports with a strong focus on usability and clarity<\/span><\/span><\/span><\/span>
<\/p><\/li>Write <\/span><\/span><\/span><\/span>advanced DAX measures in a highly optimized manner<\/span><\/span><\/b><\/span><\/span> to achieve business requirements<\/span><\/span><\/span><\/span>
<\/p><\/li>Design calculations for complex scenarios such as rolling metrics, comparisons, conditional logic, and cumulative values<\/span><\/span><\/span><\/span>
<\/p><\/li>Optimize DAX to reduce query execution time and improve report responsiveness<\/span><\/span><\/span><\/span>
<\/p><\/li>Manage relationships, filters, and calculation logic to avoid ambiguity or incorrect results<\/span><\/span><\/span><\/span>
<\/p><\/li>Implement Row\-Level Security (RLS) based on business rules<\/span><\/span><\/span><\/span>
<\/p><\/li>Configure dataset refresh, manage gateways, and troubleshoot refresh failures in Power BI Service<\/span><\/span><\/span><\/span>
<\/p><\/li><\/ul>
<\/div> <\/span><\/span><\/span><\/span>Advanced SQL Development <\/u><\/span><\/span><\/b><\/span><\/span>
<\/p>Write <\/span><\/span><\/span><\/span>highly optimized, production\-grade SQL queries<\/span><\/span><\/b><\/span><\/span>
<\/p><\/li>Use complex joins, CTEs, sub queries, and window functions effectively<\/span><\/span><\/span><\/span>
<\/p><\/li>Create SQL logic for:<\/span><\/span><\/span><\/span>
<\/span><\/span><\/span><\/span><\/p><\/li>Incremental data loads<\/span><\/span><\/span><\/span>
<\/p><\/li>Deduplication and data cleansing<\/span><\/span><\/span><\/span>
<\/p><\/li>Historical tracking and change detection<\/span><\/span><\/span><\/span>
<\/p><\/li>Aggregations and pre\-calculations<\/span><\/span><\/span><\/span>
<\/span><\/span><\/span><\/span><\/p><\/li><\/ul>Analyze query execution plans and optimize performance<\/span><\/span><\/span><\/span>
<\/p><\/li>Design and maintain:<\/span><\/span><\/span><\/span>
<\/span><\/span><\/span><\/span><\/p><\/li>SQL views<\/span><\/span><\/span><\/span>
<\/p><\/li>Materialized views<\/span><\/span><\/span><\/span>
<\/p><\/li>Reporting tables<\/span><\/span><\/span><\/span>
<\/span><\/span><\/span><\/span><\/p><\/li><\/ul>Handle <\/span><\/span><\/span><\/span>large datasets (millions to billions of rows)<\/span><\/span><\/b><\/span><\/span> efficiently<\/span><\/span><\/span><\/span>
<\/p><\/li>Perform root\-cause analysis for data mismatches and incorrect metrics<\/span><\/span><\/span><\/span>
<\/p><\/li><\/ul>Data Architecture & Warehousing Concepts<\/u><\/span><\/span><\/b><\/span><\/span>
<\/u><\/h3>Design analytical data structures suitable for reporting and performance<\/span><\/span><\/span><\/span>
Convert business problems into analytical logic and data models<\/span><\/span><\/span><\/span> Validate metrics against source systems before release<\/span><\/span><\/span><\/span> Identify trends, anomalies, leakage, and operational risks<\/span><\/span><\/span><\/span> Support decision\-making with accurate, explainable insights<\/span><\/span><\/span><\/span> Create documentation for KPIs, calculations, and data flows<\/span><\/span><\/span><\/span> <\/span><\/span><\/b><\/span><\/span>Power BI Development<\/u><\/span><\/span><\/b><\/span><\/span> Build high\-quality Power BI dashboards and reports with a strong focus on usability and clarity<\/span><\/span><\/span><\/span> Write <\/span><\/span><\/span><\/span>advanced DAX measures in a highly optimized manner<\/span><\/span><\/b><\/span><\/span> to achieve business requirements<\/span><\/span><\/span><\/span> Design calculations for complex scenarios such as rolling metrics, comparisons, conditional logic, and cumulative values<\/span><\/span><\/span><\/span> Optimize DAX to reduce query execution time and improve report responsiveness<\/span><\/span><\/span><\/span> Manage relationships, filters, and calculation logic to avoid ambiguity or incorrect results<\/span><\/span><\/span><\/span> Implement Row\-Level Security (RLS) based on business rules<\/span><\/span><\/span><\/span> Configure dataset refresh, manage gateways, and troubleshoot refresh failures in Power BI Service<\/span><\/span><\/span><\/span> <\/span><\/span><\/span><\/span>Advanced SQL Development <\/u><\/span><\/span><\/b><\/span><\/span> Write <\/span><\/span><\/span><\/span>highly optimized, production\-grade SQL queries<\/span><\/span><\/b><\/span><\/span> Use complex joins, CTEs, sub queries, and window functions effectively<\/span><\/span><\/span><\/span> Create SQL logic for:<\/span><\/span><\/span><\/span> Incremental data loads<\/span><\/span><\/span><\/span> Deduplication and data cleansing<\/span><\/span><\/span><\/span> Historical tracking and change detection<\/span><\/span><\/span><\/span> Aggregations and pre\-calculations<\/span><\/span><\/span><\/span> Analyze query execution plans and optimize performance<\/span><\/span><\/span><\/span> Design and maintain:<\/span><\/span><\/span><\/span> SQL views<\/span><\/span><\/span><\/span> Materialized views<\/span><\/span><\/span><\/span> Reporting tables<\/span><\/span><\/span><\/span> Handle <\/span><\/span><\/span><\/span>large datasets (millions to billions of rows)<\/span><\/span><\/b><\/span><\/span> efficiently<\/span><\/span><\/span><\/span> Perform root\-cause analysis for data mismatches and incorrect metrics<\/span><\/span><\/span><\/span> Design analytical data structures suitable for reporting and performance<\/span><\/span><\/span><\/span>
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<\/p><\/li><\/ul>Data Architecture & Warehousing Concepts<\/u><\/span><\/span><\/b><\/span><\/span>
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