We could find extraterrestrial civilizations by their air pollution

Upcoming telescopes will give us more power to search for biosignatures on all the exoplanets we've found. Much of the biosignature conversation is centered on biogenic chemistry, such as atmospheric gases produced by simple, single-celled creatures. But what if we want to search for technological civilizations that might be out there? Could we find them by searching for their air pollution?