Preheat oven to 350F and line a baking sheet with parchment paper.
Toss sliced butternut squash in olive oil, salt and pepper until well coated. Bake in preheated oven about 30-40mins. Set aside and let cool. This step can be done the night before.
In a salad bowl, combine arugula, toasted almonds & cooked butternut squash.
In blender or food processor, combine all dressing ingredients and blend until smooth.
Toss salad lightly in dressing. Sprinkle with goat cheese (or vegan Parmesan cheese) and serve immediately.