It varies.
My last OB didn't. I believe they tested the levels at my 10 week appointment when they took like 10 vials of blood, but that's it. I was obviously pregnant at that point, so it didn't really matter.
My current OB's policy is not to book anyone for an appointment until their betas are over 2000, so they do check them.