The Raebareli police recently got a tip-off and based on the mobile phone location of the accused, came to know that he was in the hiding in the powerloom town of Bhiwandi.
A case was earlier this month registered at the NRI police station against the man from Ulve area in Navi Mumbai on charges of rape, senior police inspector Ravindra Patil said.
The accused had raped the woman, who used to work at his farm, many times over the last five years at various places in the district, an official said.
Earlier police informed that of the 33 accused, two were minors and were sent to a juvenile correctional facility in Bhiwandi after being taken into custody.
The arrested men were produced before a court on Thursday and were remanded in police custody till September 29, said a police official.
An acquaintance of the woman was also arrested after the teen filed a complaint with Narpoli police, an official said.
An 18-year-old man was arrested for allegedly raping a seven-year-old daughter of his neighbour in Navi Mumbai.