The Station House Officer(SHO) is also among those transferred.
Khiten Burman, 45, was brought in for questioning at the police station on August 15 in connection with the rape case where he died mysteriously, commissioner Sanjay Aggarwal said.
The family members of Burman have alleged that he was murdered while the police is claiming he committed suicide.