To transition into a Data Engineering career from a different background, start by gaining foundational knowledge in SQL, programming (Python or Java), and data warehousing concepts. Learn about ETL processes and tools, such as Apache Spark or Apache Airflow. Build a portfolio of personal projects and consider earning certifications. Network with professionals in the field and seek internships or entry-level positions to gain practical experience. Continuously update your skills to keep pace with evolving technologies in the data engineering field.
If you are interested in getting into this field, then check out this video about Zeeshan and how he secured a Data Engineer job with a good salary hike just after completing Advanced Certification in Data Science and AI from Intellipaat.