It is argued that future research capacity building for the social sciences needs to incorporate methods to accelerate the acquisition by researchers of holistic expertise relevant to their roles as researchers and as developers of others. An agenda is presented, based on a model of learning that highlights missing elements of current provision, and two approaches currently under development are described.