How to clean glass out of the yard?

I bought a house in the winter not knowing what the back yard looked like because of the snow. Now that is spring, I see that there was probably a good 20 windows worth of broken glass all over my yard. And all of it is nicely settled in the soil and grass. I tried to rake it but got nothing but blisters. Any suggestions? I can't leave it, iv got kids.