Daviesia arthropoda is a species of flowering plant in the family Fabaceae and is endemic to Central Australia. It is a glabrous shrub with widely spreading branches, sharply-pointed, narrowly egg-shaped phyllodes with the narrower end towards the base, and yellow flowers with faint red markings.