Washing produce is important to prevent foodborne illness and substantially reduce your exposure to pesticides.
To reduce your pesticide exposure, the conventional advice is to choose organic food when you can, especially for the foods most likely to be contaminated with pesticides. And then, to wash your fruits and veggies before eating or cooking with them.