A:
The Salah performed by the second latecomer cannot be regarded as a Jumu`ah Prayer, because he did not perform a Rak`ah of it with the Imam. He therefore has to perform the Zhuhr (Noon) Prayer.May Allah grant us success. May peace and blessings be upon our Prophet Muhammad, his family, and Companions.