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Top 16 Data Science Job Roles To Pursue in 2024

Knowledge Hut

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. They also make use of ETL tools, messaging systems like Kafka, and Big Data Tool kits such as SparkML and Mahout.

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Azure Data Engineer Skills – Strategies for Optimization

Edureka

The following are some of the fundamental foundational skills required of data engineers: A data engineer should be aware of changes in the data landscape. They should also consider how data systems have evolved and how they have benefited data professionals.

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Azure Data Engineer Certification Path (DP-203): 2023 Roadmap

Knowledge Hut

Additionally, we must be aware of how data systems have developed and helped data professionals. Find out what makes on-premises and cloud data solutions different. A data engineer has to be well-versed in both the duties of the field and the related sector.

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How to Become an Azure Data Engineer? 2023 Roadmap

Knowledge Hut

Azure Data Factory, Azure Databricks, Azure Synapse Analytics, Azure Storage, Azure Data Lake, Azure Blob Storage, Azure Cosmos DB, Azure Stream Analytics, Azure HDInsight, and other Azure data services are just a few of the many Azure data services that Azure data engineers deal with.

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The Rise of Streaming Data and the Modern Real-Time Data Stack

Rockset

Companies that undertook big data projects ran head-long into the high cost, rigidity and complexity of managing complex on-premises data stacks. Lifting-and-shifting their big data environment into the cloud only made things more complex. Change data capture (CDC) streams. The problem?

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How to Become an Azure Data Engineer in 2023?

ProjectPro

A data engineer should be aware of how the data landscape is changing. They should also be mindful of how data systems have evolved and benefited data professionals. Explore the distinctions between on-premises and cloud data solutions. Get familiar with popular ETL tools like Xplenty, Stitch, Alooma, etc.