I have the same experience. I'm an American expat so sometimes people will explicitly call out celsius for my benefit or as a joke, but yeah, nobody ever says celsius when they talk about the temperature here.

"What's the temperature?"

"It's gonna be 21."

"Got it, thanks."

That's how it usually goes.