When theoretical physicists work on equations and don't test their hypothesis, experimental physicists test their hypothesis and verify their conclusion. Usually theoretical physicists work on things...
Lots of things are invented before the physics of the widget are understood. So engineering is often first, followed by physics. Consider the aeroplane.