Bush, 45, had been suspended from hosting duties on NBC's flagship morning show after the emergence of the tape, in which Bush and then reality star Trump, joked and boasted about groping women.
In a statement on Monday, Bush said he was "deeply grateful for the conversations I've had with my daughters, and for all of the support from family, friends and colleagues."