Higher ISO can introduce grain and noise. Incorrect shutter leaving image underexposed will also introduce noise in the shadows.
Ive found shooting slightly overexposed but not so much to blow out highlights works well when corrected in post. Much less noise in image. A few ETTR luts out there as well.