Sphaerolobium pubescens is a species of flowering plant in the family Fabaceae and is endemic to the south of Western Australia.

It is a small shrub or subshrub with slender stems, tapering linear leaves and dense racemes of yellow flowers.

Sphaerolobium pubescens is a shrub or subshrub that typically grows to a height of 20–45 cm (7.9–17.7 in) and has erect, slender stems.

[2][3] Sphaerolobium pubescens was first formally described in 1998 by Ryonen Butcher in the journal Nuytsia from specimens collected near Narrikup in 1996.

Sphaerolobium pubescens is listed as "not threatened" by the Government of Western Australia Department of Biodiversity, Conservation and Attractions.