Elly Margaret Tanaka (born 1965) is a biochemist and Scientific Director at the Institute of Molecular Biotechnology of the Austrian Academy of Sciences (IMBA) at the Vienna Biocenter, Austria. Tanaka studies the molecular cell biology of limb and spinal cord regeneration as well as the evolution of regeneration.