The dressing can be made up to 3 days in advance and stored in a jar in the fridge.
Bring to room temperature before using (or place jar in a cup of hot water to melt the olive oil).
Fried shallots can be found in Asian grocers or large supermarkets.
Substitute shallots with walnuts if you prefer.