Your salary is not about value for society, it's about value for your company.

Software as they say is eating the world. The software you write replaces tons of manual processes generally. Finally it come down to supply and demand. If lots of people know how to program (well) the salary goes down.

You should never feel embarrassed by making a good wage. If you wish, you can always use that wealth to give back to society and your community.