It should last at least a year for Smart keys. Basic key fob remotes should last longer, in the order of 2-4 years. Mileage may vary.

But it's really easy to prepare for it. Figure out what kind of battery your key fob uses and carry a spare in the glove box or ash tray so you can replace them in the field.