What are the most commonly used tools in data engineering? How do these tools help in building and managing data pipelines? What are the key features of popular data engineering tools? How do tools like ETL frameworks, data warehouses, and big data platforms support data engineering tasks? What factors should be considered when choosing the right tools for data engineering projects?