According to its website, the CPD uses three criteria to determine who is chosen. Those are "familiarity with the candidates and the major issues of the presidential campaign; extensive experience in live television broadcast news; and ... an understanding that the debate should focus maximum time and attention on the candidates and their views".
"The moderators alone select the questions to be asked, which are not known to the CPD or to the candidates," the CPD website says.
"They do not meet with the campaigns, nor do the campaigns have a role in moderator selection."
Alongside Mr Scully, Chris Wallace, anchor of "Fox News Sunday", and Kristen Welker, a White House correspondent and anchor at NBC News, were the other moderators selected for this year's presidential debates.
Mr Wallace hosted the first debate at Case Western Reserve University and Cleveland Clinic in Cleveland, Ohio, on October 2 and Ms Welker is due to host the final debate, scheduled to take place at Belmont University in Nashville, Tennessee, on October 22.