Also for attrition to be the cause, you'd need a lot more seniors dropping off than juniors.
If you had asked me in 2010, I would have said that the median software developer lasts 5-10 years in the industry. A lot of people left the field after the dot-com bubble burst. The same happened again in a smaller scale in the late 2000s, at least in countries where the financial crisis was a real-world event (and not just something you heard about in the news). But now there has been ~15 years of sustained growth, and the ratio of mid-career developers to juniors may even be higher than usual.
There’s a bunch of filters. Many people quickly realize they don’t enjoy development, next is openings in management. One of the big ones is at ~40 you’re debt free, have a sizable nest egg, and start thinking of you really want to do this for the next 20 years?
A part of this is the job just keeps getting easier over time. Good developers like a challenge, but realize that the best code is boring. Tooling is just more robust when you’re doing exactly the same things as everyone else using it, and people can more easily debug and maintain straightforward code. So a project that might seem crazy difficult at 30 starts to just feel like a slog through well worn ground.
Having significant experience in something also becomes a trap as you get rewarded for staying in that bubble until eventually the industry moves on to something else.
In fact I already have my retirement planned - a small near flat in Argostolli, a walk down to the coffee bars on the harbour and a few hours adding code and documentation to a foss project of my choice before heading to the beach with grandkids.
Now affording retirement might be interesting but not having coding in it will be like not having reading and writing
The first paragraph probably applies to 1-10% of developers worldwide...
I also don’t mean early retirement. Still, combine minimal schooling, high demand, reasonable pay, and the basic financial literacy of working with complex systems adds up over time.