Since it is a new build and you are not going to overclock. You can do without a thermal paste.
But having it in there is not a problem as well.
Best is build your PC, then watch your temps on load. If you feel they are going high, put some in.
I recommend the Tuniq TX-3 or MX-3 for the paste.