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

ProjectPro

IBM Data Engineering Professional Certificate (Coursera) Anyone intending to build job-ready skills, tools, and a portfolio for an entry-level data engineer should pursue this professional certificate. You will work with unstructured data and NoSQL relational databases.

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How to Become a Big Data Developer-A Step-by-Step Guide

ProjectPro

Build a Job Winning Data Engineer Portfolio with Solved End-to-End Big Data Projects Big Data Developer Job Description A Big Data Developer is responsible for unlocking data's potential by creating, enhancing, and maintaining data processing systems within organizations.

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

ProjectPro

Add Education Section Data engineers often skip this section in their resumes since there are very few degrees in their domain, unlike computer science or data science. For a data engineer, technical skills should include computer science, database technologies, programming languages, data mining tools, etc.

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7 Best Data Engineering Courses for Cloud Professionals

ProjectPro

Apart from Python, you will master several highly demanded skills such as SQL, RDBMS, ETL, Data Warehousing, NoSQL, and Spark, all supported by interactive labs and projects. Throughout the program, you will build a rich portfolio of projects, earning a Professional Certificate in data engineering and a Digital badge from IBM.

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How to Become a Big Data Engineer in 2025

ProjectPro

Transform unstructured data in the form in which the data can be analyzed Develop data retention policies Skills Required to Become a Big Data Engineer Big Data Engineer Degree - Educational Background/Qualifications Bachelor’s degree in Computer Science, Information Technology, Statistics, or a similar field is preferred at an entry level.

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30+ Data Engineering Projects for Beginners in 2025

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Build your Data Engineer Portfolio with ProjectPro! Intermediate-level Data Engineer Portfolio Project Examples for 2024 Here are data engineering project ideas that you can explore and add to your data engineering portfolio to showcase practical experience with data engineering problems.

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100+ Data Engineer Interview Questions and Answers for 2025

ProjectPro

A data scientist and data engineer role require professionals with a computer science and engineering background, or a closely related field such as mathematics, statistics, or economics. Also, acquire a solid knowledge of databases such as the NoSQL or Oracle database. Proficiency in machine learning is a requirement.