No, but pay has never been about just the value provided. It's (value * leverage).
Janitors provide plenty of business value, because a clean workplace is important. They have low pay because they're relatively easy to replace, so they have no leverage.
If you move to an area with a weaker economy and fewer high paying job opportunities, you've reduced your leverage, so your pay going down isn't surprising.