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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. Data warehousing to aggregate unstructured data collected from multiple sources.

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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. Your business needs optimization of the existing databases.

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Top 16 Data Science Job Roles To Pursue in 2024

Knowledge Hut

They suggest recommendations to management to increase the efficiency of the business and develop new analytical models to standardize data collection. They need deep expertise in technologies like SQL, Python, Scala, Java, or C++. They are also responsible for testing databases to ensure reliable operation.

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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.