What a coincidence, I used to be a data engineer too! Then I switched to building websites with NextJS. Totally agree with your point, I feel the same reasoning applies to higher level coding too, the best AI coding agents out there are at most a force multiplier, which means knowing how to code has even more leverage in the age of AI, allowing one person to do the work of an entire team.