Freshwater shrimp do not prefer soft water in general. It varies quite a bit between species, but the most common species in the hobby, red cherry shrimp (Neocaridina davidi) and bee shrimp (Caridina cantonensis), have different water needs. Note, the most common bee shrimp color variety is...