Well the image of scientists in media is further complicated by our modern age. We use them as the vessels to carry plot. People value natural explanations for phenomenon more now than ever before, as a consequence media has to explain the extraordinary events that occur in an exciting story in a realistic way. Perhaps it is more that people care about realism, and back in the day when people believed in magic, etc. such supernatural elements were good enough in fantastical story telling.
Scientists are perfect for a more realistic story. Hence why science is often the enemy, but also the force of good.
I think a good example of how science has changed how we approach story telling is with zombie horror. Can you think of a recent zombie movie/game that had a supernatural explanation for a zombie outbreak? It used to be the norm, some sort of dark magic, pact with Satan, some sort of power beyond scientific understanding. Now it is almost always some sort of science/research gone wrong (with the exception of aliens, but even then often a scientific explanation of the zombie tech is at least hinted).
As for myself, I am a biologist. I find issues of how certain religions view our field more pressing a concern. But it is interesting to note how the world thinks I and others in the field work. From video games to television with the cooly dark lit labs with multi-colored fluids it is fun to witness. I mostly find myself asking, 'why don't my labs look that cool?'