The accused Kashif (20) and the victim were working as labourers at an under-construction building in Naraina.
Kashif and the juvenile took her to a place in Delhi Cantonment yesterday afternoon where they allegedly raped her, police said.
The woman approached the police following which both accused were nabbed.
Kashif was arrested today while the juvenile was apprehended yesterday, they added.