This study uses the development factors of Grey Forecasting Model to examine the degree of structural unemployment on twenty workforce groups. Empirical results show that the development factor could be a valid and object indicator when we try to judge the trend of structural unemployment from a time series data set. In addition, the results reveal that the structural unemployment by age: (1) youth workforce continues to grow; (2) female whose age is between 25-44 has grown rapidly. Meanwhile, the empirical results show that structural unemployment by education: (1) male who is or less than senior high school has declined slightly; (2) the workforce who is or above university goes up.