Math and science are the peas and carrots of the jobs market: great for a career future, but resolutely unpopular with the young.

Even amid a relatively weak jobs picture, fewer U.S. high school students are taking up fields of study with proven earnings potential than was the case a decade ago.

That has translated into a chronic shortage of workers schooled in science, technology, engineering or mathematics, according to research released Wednesday.