Danny started his career with the Rotherham academy moving up into the first team in the 2012-2013 season, Danny didn’t make a first team appearance that year and was loaned out to Wycombe at the beginning of the 2013-2014 season making 7 appearances. That year Rowe was also loaned out to Stalybridge making 4 appearances. He then had two successful loan spells at Wycombe in 2014 before joining them permanently in the 2015/2016 season. Danny then had a loan spell with Barrow towards the end of that season. Danny re-joined the Bluebirds in January 2017 in his second spell with the club.