Bring the water to a boil, then add the salt, sugar, and goji berries. Stir until dissolved, then let the mixture cool to room temperature.

Blanch the shrimp briefly, then let them cool. Place the cooled shrimp into the mixture from step 1 and refrigerate overnight.