Are you preparing for a data engineer interview in 2025? This comprehensive video covers the top 25 data engineer interview questions and answers, designed to help you ace roles at top tech companies like Google, Amazon, Microsoft, and Meta. From SQL queries and ETL processes to big data tools like Apache Spark, Hadoop, Kafka, and cloud platforms such as AWS, Azure, and GCP, we break down essential concepts with real-world examples. Whether you're a beginner or experienced professional, learn key topics including data modeling, pipeline design, optimization techniques, and behavioral questions. We include tips on handling tricky scenarios like data warehousing, real-time processing, and scalability challenges. Plus, get bonus advice on resume building, mock interviews, and common pitfalls to avoid. Timestamps: 00:00 - Introduction to Data Engineering Interviews 02:15 - SQL and Database Questions (Q1-10) 10:45 - Big Data and ETL Tools (Q11-20) 18:30 - Cloud and Advanced Topics (Q21-25) 25:00 - Pro Tips for Success Subscribe for more data engineering tutorials, career guides, and interview prep! Like and comment your toughest question below. Download our free PDF guide. #DataEngineer #InterviewPrep #DataEngineer #InterviewQuestions #DataEngineering #FAANGInterviews #SQLInterview #BigData #ETLTools #CloudComputing #CareerTips #TechJobs2025 Top 25 Data Engineer Interview Questions And Answers Pdf Download Best Data Engineer Interview Questions For Freshers 2025 Advanced Data Engineer Interview Questions On Spark And Hadoop Sql Interview Questions And Answers For Data Engineers With Examples Etl Tools Interview Questions For Experienced Data Engineers Cloud Data Engineer Interview Questions Aws Azure Gcp Big Data Interview Questions And Answers For Beginners Data Modeling Interview Questions In Data Engineering Real Time Data Processing Kafka Interview Questions Data Warehouse Design Questions For Data Engineer Roles Behavioral Interview Questions For Data Engineers At Faang Python Coding Questions For Data Engineer Interviews Scala Programming Interview Questions Data Engineering Nosql Database Interview Questions Mongodb Cassandra Data Pipeline Orchestration With Airflow Interview Tips Docker And Kubernetes Questions For Data Engineers Machine Learning Pipeline Integration Data Engineering Data Quality And Validation Interview Questions Common Mistakes In Data Engineer Interviews To Avoid How To Prepare Resume For Data Engineer Job Interviews Salary Negotiation Tips For Data Engineers 2025 Career Path From Junior To Senior Data Engineer Women In Tech Data Engineering Interview Experiences Remote Data Engineer Job Interview Preparation Guide Freelance Data Engineering Projects And Interview Questions Best Certifications For Data Engineers Like Google Data Engineer Coursera Specialization For Data Engineering Interviews Udemy Courses On Data Engineer Interview Questions Linkedin Tips For Landing Data Engineer Interviews Glassdoor Reviews Of Data Engineer Interview Processes Reddit Ama On Data Engineering Career Advice Stack Overflow Solutions For Data Engineer Problems Youtube Tutorials On Big Data Tools For Interviews Tech Interview Hacks For Data Engineers In 2025 Job Market Trends For Data Engineers Post Ai Boom Interview Questions On Data Ingestion And Transformation Optimization Techniques For Large Scale Data Pipelines Scalability Challenges In Data Engineering Interviews Hybrid Cloud Data Management Questions And Answers Devops Practices For Data Engineers Interview Prep Agile Methodology In Data Projects Interview Questions Data Governance And Compliance Interview Tips Ai Ml Integration In Data Engineering Roles Blockchain Data Engineering Interview Questions Iot Data Streams Processing Questions Graph Databases Like Neo4j Interview For Data Engineers Time Series Data Analysis Questions Batch Vs Stream Processing Interview Debates Cost Optimization In Cloud Data Engineering Future Of Data Engineering Jobs In 2025 And Beyond