Rogers was appointed after the club sacked former manager Tommy Lawson on Friday.
Rogers has spent time as assistant manager at Sligo Rovers and most recently he was a youth team coach with Burnley.
His first game in charge of Skem will be a tough away trip at Whitby Town on Saturday