Are democrats opposed to changing that, or just not prioritizing it because it can get complicated and there are a million other concerns?

Are those “concerns” bigger than the concern of Trump winning the general election? Make a choice. Raising the federal minimum wage in order to avoid losing to Trump sounds like a bargain to me.