Majority Leader can remove chairs, although technically I think there is wrangling in the caucus. Committee chairman generally follow seniority, although big fundraisers get ahead faster, and senators don’t usually get more than one of the big time committee chair.
Next up in Senate Armed Services would be Inhofe or Wicker.
Thank you for the explanation.