Kettlewell had been in sole charge of the team since the summer, having previously worked alongside Steven Ferguson at the Global Energy Stadium.
The Staggies recently knocked Celtic out of the Betfred Cup but are four points adrift at the foot of the Premiership after 10 league games without a win.