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Top Data Engineering Techniques To Attain Business Transformation

Enterprises are embracing data-driven decision-making to prosper in this era of digital transformation. And a key factor in the success of data analytics initiatives is the availability of high-quality data in a trustworthy manner. Building infrastructure, managing jobs, and handling ad-hoc requests from the analytics and BI teams are all responsibilities shared by the data engineering teams. And it is at this point that the data engineers are required to develop and construct their data pipelines while taking into account a wider range of dependencies and requirements. But is there a rational method to organize it? The answer, then, is both yes and no. You must first comprehend the current situation, particularly how the dispersion of the data team, the decentralization of the modern data stack, and the emergence of the cloud have all altered the role of data engineering irrevocably. Also discussed is how a tried-and-true framework combined with excellent data engineering methods can ...

Future of Data Engineering & How It Is Being Reshaped By Modern Data

Trends Which are Affecting the Future of Data Engineers  In this article, I'll discuss the significant trends in today's data environment and how they effect the data engineering profession. It's important to note that the purpose here is to go broad and shallow, covering a lot of trends at a high level before delving deeper into each trend in separate blog entries. The following are the trends I'd want to cover: Data infrastructure as a service Data integration services Mountains of Templated SQL and YAML ELT > ETL The rise of the analytics engineer Data literacy and specialization on the rise Computation Frameworks Accessibility Democratization of the analytics process Erosion of the semantic layer in BI Decentralized governance Every product is becoming a data product Data Discussion at a Higher Level There will undoubtedly be changes in data engineering solutions "on the ground," but one development that will have a huge impact on enterprises over the ...