Technical Skills: Brush up on programming languages relevant to data engineering like Python, Java, and Scala. Understand database management, ETL processes, and data warehousing solutions. Big Data Technologies: Familiarize yourself with big data technologies such as Hadoop, Spark, and Kafka. Cloud Platforms: Gain knowledge of cloud services like AWS, Azure, or GCP, especially services related to data storage and processing.