A:People who have been unemployed and job-searching for twenty seven weeks or more. Long-term unemployment is when workers are jobless for 27 weeks or more. To be counted as such by the Bureau of Labor Statistics, they must have actively sought employment during the previous four weeks. That means the number of long-term unemployed is probably under-counted.