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Data Engineering Roadmap, Learning Path,& Career Track 2025

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Build an Awesome Job Winning Data Engineering Projects Portfoli o Data Engineer: Job Growth in Future The demand for data engineers has been on a sharp rise since 2016. Years after that, we find a shortage in the number of skilled data engineers and an increase in the number of jobs. The list does not end here.

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Your Step-by-Step Guide to Become a Data Engineer in 2025

ProjectPro

As per the Data Science Interview Report by interviewquery, interviews for data scientist jobs grew by only 10%, and the number of interviews for data engineering roles increased by 40% in 2020. In the same year, Glassdoor removed data scientists' jobs from the top position for the first time since 2016.

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The Ultimate Guide to Getting Started with AWS Athena in 2025

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As per the March 2022 report by statista.com, the volume for global data creation is likely to grow to more than 180 zettabytes over the next five years, whereas it was 64.2 zettabytes in 2020. Another way to strengthen your decision is to understand how these tools are used to solve real-world business problems.

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How to Become a Big Data Engineer in 2025

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The Big Data industry will be $77 billion worth by 2023. According to a survey, big data engineering job interviews increased by 40% in 2020 compared to only a 10% rise in Data science job interviews. Table of Contents Big Data Engineer - The Market Demand Who is a Big Data Engineer?

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7 Tips to Build a Job-Winning Data Engineer Resume in 2025

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According to a 2019 Dice Insights report, data engineers are the trendiest IT job category, knocking off computer scientists, web designers, and database architects. The Linkedin 2020 U.S. Emerging Jobs Report also lists data engineering as a rising data science job, with a 35 percent average annual growth rate in 2021.

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15 Business Analyst Project Ideas and Examples for Practice

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Bureau of Labor Statistics, which has revealed that as of May 2020, the median annual salary received by management analysts is $87,660. A senior business analyst is often expected to possess knowledge of Big Data tools. Thus, you will find the projects described below rely on these tools.

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100+ Kafka Interview Questions and Answers for 2025

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Build a Job Winning Data Engineer Portfolio with Solved End-to-End Big Data Projects. Message Broker: Kafka is capable of appropriate metadata handling, i.e., a large volume of similar types of messages or data, due to its high throughput value. This affects the throughput and performance of Kafka.

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