In the 2019–20 season, Rochharzela was the top Aizawl Football Club goal scorer, scoring the greatest goal tally by an Indian during the season.[2] He helped Aizawl come back to tie a game against Real Kashmir, who took a lead of 2–0 after Mason Robertson and Kallum Higginbotham scored. Rochharzela's goal helped the team finish the game with a final score of 2–2.[3]
Rochharzela also plays for the club in the Mizoram Premier League and won Skynet Young Player Of The Year in Mizoram in the 2017–18 season.
He played his first match of the 2021–22 Indian Super League season on 20 November 2021, as a substitute for V.P. Suhair in the 66th minute of the game which ended in a 2–4 loss.[4] He scored a goal for NorthEast United on 4 December against FC Goa in their 2–1 win.[5]