At some of the larger tech companies the salaries for scientists/researchers is usually higher than for engineers specifically because of the extra educational requirements. Where I work there are actually on two separate pay scales to account for this. I can't say this is true everywhere but there are definitely cases where you could have made more had you stayed in industry (emphasis on "could", it's not guaranteed).