It might be bacterial leaf spot, if so since it was a purchased plant it probably was seed transmitted.
You can read about it here and preventative and control measures:
Bacterial Leaf Spot of Chile Pepper: A Short Guide for Growers
I would keep it away from other plants and monitor it for any further developments.