Avdesh Singh and Dinesh Kumar were apprehended last night from ABCD Sector 63 crossing for abducting the senior official of the company on March 15, they said.
Police had earlier announced reward of Rs 12,000 for anyone who could provide information on their whereabouts.
Both are residents of Bulandshahar, they said, adding that two country made pistols and live cartridges were recovered from them.
Two other accused have earlier been arrested in the case.