Born in Cahir, County Tipperary, Casey first played competitive Gaelic football during his schooling at Rockwell College. He arrived on the inter-county scene at the age of seventeen when he first linked up with the Tipperary minor team before later joining the under-21 side. He made his senior debut during the 2015 championship. Casey immediately became a regular member of the starting fifteen.