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The Delaware North Cos., a hospitality company whose customer-service representatives help people plan vacations at national parks, sometimes struggles these days to keep 80 or so seats filled at its call center in Fresno, Calif.—a city tied for the 9th-highest unemployment rate in the U.S.

The company has no shortage of job applicants. But finding the right candidates has gotten tougher since the company started using a customized assessment last year to see how applicants stack up against top call-center workers in such traits as friendliness, curiosity and the ability to multitask.