Adhikary started his teaching career in Gayeshpur School. After finishing his master's degree in 1963 he joined Bajitpur College as an Economics lecturer. The next year he was appointed Economics lecturer in Narsingdi College. He was involved in the communist and Bengali nationalist movements in the 1960s.