What sort of local sensitivity? I reckon this is not what you actually want, but you could actually look at one of the very many optimization routines available, some of which produce confidence intervals, and optimize one parameter at a time.
There are also very many ways of estimating sensitivity so in order to get a better answer, you might need to be more specific.
