Disclosed herein is a powder composition containing an alkaline material comprising hydroxide-containing compounds, two carbonate compounds, a starch, a silica material, a liquid fatty substance, an acrylic polymer, a sulfur-containing compound, and a chelant compound. When the powder composition is mixed with an aqueous composition, a ready to use composition for removing or depilating hair is formed.