 In May 1919, he signed for Huddersfield Town of the Football League Second Division.In his first season, he was ever-present scoring 35 goals from 42 league appearances as Huddersfield finished as runners-up and were promoted to the First Division for the first time.This made Taylor the top scorer in the Second Division for 1919–20.