Modern Data Engineer are responsible for overseeing the entire data engineering lifecycle, from data ingestion to making it available for downstream processes. This role requires evaluating and selecting the right tools and technologies based on various performance dimensions:
- Cost-efficiency
- Speed
- Flexibility
- Scalability
- Simplicity
- Reusability
- Interoperability