Derby led after just five minutes but Massanka (pictured above) got his first ten minutes before half time to take the teams in level.
Two goals in two minutes around the hour mark left Derby in command before Massanka pulled one back in the 89th minute.
The Burnley team was: Danijel Nizic, Luke Hendrie, Trialist, Alex Whitmore, Trialist, Steven Hewitt, Brandon Wilson, Nathan Lowe, Renny Smith, Jamie Frost, Ntumba Massanka. Subs: Josh Ginnelly, Brad Jackson, Aiden O'Neill, Daniel Agyei.