He started his career in the Everton academy from the age of 10 to 14 before joining the youth setup at Morecambe.

He signed a pro-contract at the age of 17 at the start of the 2012/13 season and made his first team debut in the Shrimp’s 3–0 win against Rochdale, coming on as a late sub.

He had a successful loan period at Chorley until the end of the 2014/15 season. scoring 5 times in 26 appearances.

He signed an extended twelve-month contract with Morecambe at start of 2015/16 season but was released in May 2016 and joined Southport but suffered a serious knee injury.

Doyle joined Marine in July 2018 after being lured back into football following his injury and made 37 appearances, scoring 6 goals.