Add all ingredients except oil to a blender and pulse until well blended. Be sure to scrape down the sides of the pitcher as needed.
Starting on low speed, slowly stream in the oil until the mixture emulsifies and thickens. Increase the speed to medium as you stream in the oil and the dressing starts to thicken.
Taste and adjust the seasoning, adding more salt or pepper if you like.