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A data engineer is a professional who specializes in the design, development, and maintenance of systems and infrastructure for handling and processing data. Their primary role is to ensure that data is collected, stored, and made available for analysis in a reliable, efficient, and scalable manner. Data engineers play a crucial role in enabling data-driven decision-making within organizations. Here are some key responsibilities and skills associated with a data engineer:

Responsibilities:

1. Data Ingestion: Data engineers are responsible for building pipelines to ingest data from various sources, such as databases, external APIs, logs, and streaming platforms.
2. Data Transformation: They clean, transform, and structure raw data to make it suitable for analysis. This process involves data cleansing, normalization, and data quality assurance.
3. Data