But I've seen researchers been vastly prolific in Python. They make segmentation or registration algorithms that beet the market, and then they call us (C++ engineers) to make them "fast". Usually we do, since we're trained for that. But it's never orders of magnitude. It's like 2-3 times faster.
And there were even cases where the C++ code appeared slower in the end. Well, we use slightly different math core than the numpy does and sometimes they're doing worse.