B-school students can’t get enough of big data. Neither can recruiters.

Interest in specialized, one-year master’s programs in business analytics, the discipline of using data to explore and solve business problems, has increased lately, prompting at least five business schools to roll out stand-alone programs in the past two years.

The growing...