The bus was on its way to Ramgarh from Alwar city when the mishap occurred, SHO Ramgarh Suresh Kumar said.
While Fateh Chand and Badri died on the spot, the injured were rushed to a government hospital in Alwar, he added.
The truck driver fled from the spot and efforts are on to nab him, police said.