There are several signs that your fuel pump or fuel filter may be bad. If you notice that your engine is running rough, hesitating, or stalling, it could be a sign that your fuel pump is not delivering enough fuel to the engine. Other signs of a bad fuel pump or fuel filter include a decrease in fuel efficiency, difficulty starting the engine, and a whining sound coming from the fuel tank.