Don't have a dingy. Trolling motors and batteries are all about size of both. The bigger the motor thrust the more energy is used, the bigger battery you will want.
Will work, some use Torqueedo motors for that same purpose. Just get a marine grade bat and a salt water model if boating on salt water, will last longer.