From Data Analyst to Data Engineer: My 12-Month Self-Study Roadmap

# From Data Analyst to Data Engineer: What You Need to Know Someone with data analysis skills is sharing their plan to level up into a more technical role—essentially moving from understanding what data means to building the systems that handle all that data in the first place. If you work with people trying to grow their tech skills or you're curious about what career progression looks like in data roles, this shows what a realistic 12-month learning plan actually involves, including the kinds of projects that make a difference and common pitfalls to avoid along the way.