Slice each clementine horizontally into thirds. Use a spoon to scoop out the flesh from each avocado half and slice evenly.
Toss the clementines and avocado with the watercress and scatter on a plate. Top with the salmon. Drizzle with freshly squeezed lemon juice and olive oil, and sprinkle on freshly ground black pepper.