Using a stand mixer fitted with a paddle attachment, or an electric hand mixer cream butter and sugar in a large bowl for 4-5 minutes, until light and fluffy. Scrape the sides of the bowl and add the eggs and vanilla. Cream for 1-2 minutes longer.
Cover and chill the dough for 30 minutes. After dough has chilled, preheat the oven to 350 degrees F. Line baking sheets with parchment paper.
Using a measuring spoon or a cookie scoop, scoop out even amounts of dough, about 1 ounce. Place cookie dough onto prepared baking sheets spacing about 2" apart.
Bake for 9-11 minutes until slightly golden brown, the cookies will still be soft. Allow to cool 3-5 minutes on the baking sheet before transferring to a wire rack. Store in an airtight container for up to a week.