Google BI Interview: Optimize Power BI for 200M+ Rows

Google: How Do You Optimize a Power BI Data Model and DAX Queries to Perform Efficiently on Datasets Exceeding 200 Million Rows? Google is known for working with some of the largest datasets on the planet. Even internal BI and analytics teams handle billions of transactions, logs, events, impressions, and user interactions across Search, YouTube, … Read more

Amazon DirectQuery Interview: Build Low-Latency Dashboards

Amazon: How Do You Design a High-Performance Power BI Dashboard Using DirectQuery Without Causing High Query Latency? Amazon is known for building hyper-scalable, high-performance analytics solutions across departments such as Retail, AWS, Finance, Prime Video, Logistics, Supply Chain, Payments, and Marketplace Seller Analytics. Most Amazon BI teams use Power BI + DirectQuery on top of … Read more

Wipro Power BI Interview: Convert ERP Data to Star Schema

Wipro: How Do You Convert a Fully Normalized ERP Dataset Into a Performance-Optimized Star Schema for Enterprise Reporting in Power BI? Wipro works with large global enterprises running complex ERP systems like SAP ECC, SAP S/4HANA, Oracle EBS, Microsoft Dynamics, Infor, and legacy mainframe-based systems. These ERP systems typically store their data in a highly … Read more

EY Power BI Interview: Reduce Memory Footprint for 80M+ Rows

EY: How Do You Reduce Memory Footprint in Power BI When Importing Fact Tables Above 80 Million Rows? This is one of the most frequently asked questions in EY (Ernst & Young) Power BI, BI Architect, Data Engineering, and Analytics interviews. EY handles large-scale enterprise analytics implementations across banking, taxation, audit, insurance, global finance, supply … Read more

Deloitte SQL Interview: Scalable Financial Reporting Schema Guide

Deloitte: How Do You Design a Scalable SQL Schema for Financial Reporting With Daily, Monthly & Quarterly Aggregations? This question is frequently asked in Deloitte SQL Developer, Data Engineer, and BI Architect interviews. Deloitte’s financial analytics projects deal with extremely large datasets, multiple reporting cycles, regulatory requirements, and complex aggregations across daily, monthly, quarterly, and … Read more

TCS Power BI Interview Question: Fixing Circular Dependency Issues

TCS: How Do You Handle Complex DAX Measures When Your Power BI Model Has Circular Dependency Issues? In many TCS Power BI and Data Analyst interviews, candidates are asked how they deal with complex DAX measures that cause circular dependency errors. This is a practical question because real enterprise models often contain multiple measures, calculated … Read more

SQL Query to Remove Duplicate Records While Keeping Latest Entry

🧹 SQL Query to Remove Duplicate Records While Keeping the Latest Entry Duplicate data is one of the most common problems in database management. In this tutorial, you’ll learn how to remove duplicate records while keeping only the latest entry — based on a timestamp or unique ID. This technique works in MySQL, SQL Server, … Read more