I think this feeling of everything being too complex is a natural consequence of work that is done for long-term abstract ends, rather than immediate and local ones.

At least I think it is for me. Working remotely for an international software company is great for its lifestyle flexibility, but sometimes I just want to be a baker, chef, bike repairman, etc. that solves an immediate problem for a real person standing in front of you.

The loop of work opens and closes in a very short period of time, And every system you need to interact with is basically local and entirely defined.

This is unlike the typical white collar job where the loop opens and closes quietly, if at all, months or years later. That leaves a feeling of incompleteness and thus a perception that you don’t really understand or control the systems you’re interacting with.

You could try it with some development support work, doing customer tickets. At times there is complexity but you have real people asking for help and usually a limited scope. It is a (nowadays rather small) part of my job and it often gives me that kind of satisfaction you are alluding to.

Described by Marx (in too many words, unfortunately) as “alienation”

Rather by Graeber (with way too many words still) as "bullshit jobs".

Hmmm… when you put it that way it seems almost tautological.

If complex work could be graspable to the common man, it would no longer be considered as such.

Some new, even more sophisticated work would arise and take its place.

I think it demonstrates that OP isn't in a team that has any autonomy or meets with anyone outside their team.

I've worked on a large, complex project for a large company, but the whole time I knew what the purpose of the project was, who would benefit from it, why the company was willing to spend money on it.

Even if you don't actually meet end customers, having someone who does put together proper user stories at least takes away some of the busy-work feel.

After all, it doesn't really matter how complex the tool is, what matters is why and how someone will benefit from it existing.