Proficient in programming languages like Python, Java, or Scala
Understand data modeling, data warehousing, and data governance
Gain experience with cloud platforms like AWS, Azure, or GCP
Build a portfolio of personal and open-source data engineering projects
Enhance your credibility with data engineering certifications
Connect with fellow data engineers through online and offline communities
Keep up with the latest trends in data engineering through blogs, conferences, and online courses