For my personal case, music stimulates my creativity, so when I do coding my playlist usually comes from https://www.youtube.com/@cryochamberlabel. For me, ambience music sets my mind away from everything and just focuses on the current task.
I've tried to work on a quiet room, no sound at all, but distractions occur more frequently, using music is a matter of vanishing distractions as much as possible.
I listened to many kinds of music over the years, though rarely pop music; getting my language-processing faculties too deeply involved drags my attention away from the work.
Goa trance and psychedelic downtempo were the best I ever found. Alas that those eras are over.
I used to find actual silence unbearable, due to the tinnitus I've had virtually all my life, but in recent years the ringing has been just kind of there, not painful; it no longer distracts me.
Heartbreak, and the collapse of a musical community in which I was a DJ, took the joy out of music a few years ago. I don't listen to anything while I work anymore, and rather to my surprise this has been working out fine.
I grew up one of 6 kids. Everything I did was in a chaotic environment. Never mattered.
When I'm 'in the zone', I wouldn't hear it anyway.