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Data engineering is a technical job that mainly involves preparing and arranging the data for the analytics purposes needed by data scientists. These software engineers are often in charge of constructing data pipelines to combine data from various source systems. They prepare the data for use in analytics applications by integrating, consolidating, and cleaning it. The amount of data that these engineers work with depends totally upon the size of the organization they work for. Big companies and organizations need lots of insights from data scientists. And therefore, they can extract and collect huge loads of data for them. But, this data is highly unstructured and cannot be directly used by data scientists; therefore, they need data engineers to process the data. My friend wrote an article on How to become a data engineer. You can check the article and thank me later.
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