For the pickling process, bring shallots, water, vinegar and sugar to a boil in a small saucepan. Simmer until shallots are soft. Drain.
Heat a small, heavy based frying pan until very hot. Cook chorizo for about 3 minutes or until golden brown. Stir in shallot mixture and parsley. Add cider. Deglaze until almost evaporated.