I believe the rover planned as a followup to 'Curiosity' will have some experiments aboard which would be more capable of detecting chemical signatures of life, Including biological activity in the past.
The current mission is primarily looking at geological features, which is a good place to start for getting an overall picture of the planet's history.
Absolutely conclusive evidence of life is going to require something like an indisputable fossil of some sort, or at least a hydrocarbon rich deposit.
It may be that we will have to wait for the rovers and orbiters to gather sufficient clues for an ideal site that future human explorers can investigate, and these would surely include experts in biology and related sciences.