If you are replacing the bearing/support, yes it needs to be removed.
If you look below, I provided the directions for the removal and replacement of the drive shaft.
Let me know if this helps or if you have other questions.
See pics below.
Images (Click to enlarge)
Friday, March 11th, 2022 AT 1:15 PM