As Joe-Z says, there's a large supply of cleaners available which keeps wages down. I'd add I would pay a premium for really good cleaners. A company that employs cleaners who can clean properly and who understand the ways tech workers think would be able to charge more. For example, not moving people's monitors when they clean desks...
