Yes, BASE LAYER most important!!
Check out Terramar and Coldpruf, that's what I wear skiing.
Jay Peak VT last week was -17. 2 baselayers, long sleeve shirt and med weight sweatshirt, Gore Tex Shell and I was fine.
Shell is important too for exposure. Gore tex or equivalent is also very...