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Old English fiscere, agent noun from fish (v.). It began to be used of certain animals, hence perhaps the rise of the formation fisherman (1520s).
Besides its literal sense (Luke 5:2), this word is also applied by our Lord to his disciples in a figurative sense (Matt. 4:19; Mark 1:17).