Unfortunately, they won't get the answer in Captain America: Brave New World since the film doesn't share a specific reason behind Red Hulk's color. If Ross underwent the Gamma rays experiment ...

Red starts becoming a dominant color to reflect Ross’ reactions to the pills. Avery says, “Sterns sends his goons on to Captain America. We’ve got all the red lights flashing in there.