WASHINGTON—Hamza bin Laden, the son of al Qaeda founder Osama bin Laden and a rising figure in his late father’s violent Islamist group, is believed to have died, U.S. officials said Wednesday.

The date, location and other circumstances surrounding the death weren’t immediately clear, but communication among militants suggests he had been killed, the officials said.

President...