Data engineers are responsible for creating and maintaining data frameworks that provide critical data for data scientists and analysts to work with. Platforms like Apache Airflow makes data orchestration and transformation easier for data engineers by automating the authoring, scheduling, monitoring, and deployment of data pipelines.