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Data transformation and preprocessing Big Data Engineers apply algorithms and transformations to raw data, converting it into structured formats suitable for analysis and preparation for downstream applications.
Data Integration and ETL (Extract, Transform, Load) Data Engineers develop and manage data pipelines that extract data from various sources, transform it into a suitable format, and load it into the destination systems. Data Quality and Governance Ensuring data quality is a critical aspect of a Data Engineer’s role.
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