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Confused about data engineer skills? This guide breaks down the 15 must-have skills. Get your data career started! Learn about eight key skills and responsibilities that are essential to becoming a data engineer and explore the steps necessary for a career. Data Pipeline Engineer: Focuses on designing and managing data pipelines that move data between systems. Database Engineer: Specializes in database design, optimization, and maintenance. Data Warehouse Engineer: Works on building and managing data warehouses for large-scale data storage and analysis. Big Data Engineer: Deals with big data technologies and frameworks like Hadoop and Spark. ETL Engineer: Focuses on Extract, Transform, Load (ETL) processes to prepare data for analysis. Skills ... In this article, we will take a look at the most important skills that every data engineer must possess. Be it someone new to data science or an experienced individual looking to change carriers, these skills are necessary for every aspiring data scientist.