  We propose a new self-consistent field (SCF) algorithm based on an iterative,
partially stochastic \textit{``Divide \& Conquer''}-type approach. This new SCF
algorithm is a simple variant of the usual SCF procedure and can be easily
implemented in parallel. A detailed description of the algorithm is reported.
We illustrate this new method on one-dimensional hydrogen chains and
three-dimensional hydrogen clusters.
