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Data Engineering Learning Path: A Complete Roadmap

Knowledge Hut

You can simultaneously work on your skills, knowledge, and experience and launch your career in data engineering. Soft Skills You should have the right verbal and written communication skills required for a data engineer. Machine learning will link your work with data scientists, assisting them with statistical analysis and modeling.

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Data Architect: Role Description, Skills, Certifications and When to Hire

AltexSoft

If KPI goals are not met, a data architect recommends solutions (including new technologies) to improve the existing framework. Besides, it’s up to this specialist to guarantee compliance with laws, regulations, and standards related to data. But first, all candidates must be accredited by Arcitura as Big Data professionals.

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Top 16 Data Science Job Roles To Pursue in 2024

Knowledge Hut

They are also responsible for improving the performance of data pipelines. Data Architects design, create and maintain database systems according to the business model requirements. In other words, they develop, maintain, and test Big Data solutions.

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Top 16 Data Science Specializations of 2024 + Tips to Choose

Knowledge Hut

They construct pipelines to collect and transform data from many sources. A Data Engineer is someone proficient in a variety of programming languages and frameworks, such as Python, SQL, Scala, Hadoop, Spark, etc. One of the primary focuses of a Data Engineer's work is on the Hadoop data lakes.