The article discusses how logistics training in higher vocational colleges can be improved to meet the demands of logistics enterprises. By combining employment and entrepreneurial education, students can develop both job skills and entrepreneurial skills. The researchers created an evaluation system to assess the quality of logistics talents in these colleges using the analytic hierarchy process. This evaluation helps identify areas for improvement in logistics education, guiding efforts to enhance the quality of logistics talents in higher vocational colleges.