 Later Whelan was invited by his neighbour, Liam Whelan, to join him at Home Farm.After an unsuccessful trial with Chelsea, Whelan signed for St. Patricks Athletic.Between 1957 and 1964 he was a prominent member of the St. Pat's forward line and was the club's leading goalscorer in five out of twelve seasons, scoring a total of 89 goals.