I was able to resolve this issue on my own. For anyone else having this issue I just ended up trying to a another vehicle under my "Manage Vehicles" section. Once I did that the "Vehicle" dropdown menu magically appeared. It seems like there are some bugs with the QBSE platform.
I then just set my original vehicle as in-active.
