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I Thought Data Engineering Was Just Writing Scripts. I Was Wrong.

Towards Data Science Ibrahim Salami June 12, 2026
I Thought Data Engineering Was Just Writing Scripts. I Was Wrong.
AI Summary— plain English for professionals

# What Data Engineers Actually Do (It's More Than Writing Code) Someone thought their data system was ready to go live, but three unexpected problems taught them that real data engineering requires way more than just coding skills. The lesson: building systems that reliably handle a company's information is a lot messier and more complex than most people realize. If you're considering hiring data engineers or moving your company toward data-driven decisions, understand that this role demands problem-solving abilities that go far beyond basic technical coding.

I tried to make my ETL pipeline production-ready. Three things broke. Each one taught me something scripting alone never could. The post I Thought Data Engineering Was Just Writing Scripts. I Was Wrong. appeared first on Towards Data Science.

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