No, you don't have to touch type to be a programmer, or a good programmer.

But I highly recommend to anyone reading this to actually go and learn touch typing. It's free and there are lots of websites out there.

In terms of input effort to output, touch typing is one of the best things you can learn. You will literally use it every day of your working life.