Bachelor’s-degree graduates in engineering and the sciences earn roughly $10,000 to $30,000 more, but humanities majors catch up over time — and humanities majors more effectively close the pay gap between younger and older workers. What’s more, the college debt that humanities graduates carry is about the same compared to other majors.