Puree the dressing until it's emulsified and uniform in texture.
Place the arugula in a salad bowl, add around two-thirds of the dressing, reserving some for diners to add to their salad if they desire, and toss to coat the greens.
Divide the salad into individual servings, top with the plums, chèvre, and almonds.