A few years ago a software engineer asked a few Chemical/Civil/Mechanical engineers and the majority of "real" engineers seemed to think we were [1]. I'm not aware of a better study but happy to be proven wrong, since I generally refer to myself as a Software Developer

[1] https://www.hillelwayne.com/post/are-we-really-engineers/