It seems that the "Set default" is not added to the layout. To do so, please follow the below steps:

  1. Goto Setup -> Create -> Objects -> SMS SenderID
  2. Goto the Search layout section and add the "Set Default" button to the "SMS SenderIDs List View".

Once done, you should be able to set any senderID as default for any profile.