What is the future of Data Engineering in the next 5–10 years?

I'm a beginner from Pakistan. I was initially going into Machine Learning, but I found more interest in Data Engineering.

I'm currently learning tools like SQL, Python, AWS, and Apache Spark.

I want to know how the role of data engineers is evolving, especially with AI and automation becoming more powerful.

🔍 Can AI replace data engineering roles in the future?

Will data engineering still be in high demand in the next 5–10 years?

What skills should I focus on to stay relevant and build a long-term career in data engineering?

Thanks for your guidance!