Julienne the carrots finely.
In a bowl, combine carrots, salt, and sugar. Let sit for 10 minutes to marinate.
Squeeze out excess liquid from the marinated carrots.
Mix in olive oil, lemon juice, and pepper.
Optionally, add chopped parsley or nuts to taste.