Currently, there are only a few vocational colleges in China that carry out professional grading evaluation. Therefore, for the introduction and reference of undergraduate college professional grading evaluation in the field of higher vocational education, analyzing the positive significance of conducting professional grading evaluation in the field of higher vocational education and providing cases of establishing professional grading evaluation can help promote the level of professional construction in vocational colleges. This article suggests that based on a comparative analysis of the current status and existing problems of the application of professional grading evaluation in internal and external higher education institutions in China, we should analyze the data collection requirements and system functional requirements of professional grading evaluation, develop a professional construction quality evaluation platform, and provide intelligent solutions for standardizing the evaluation operations of higher vocational education majors. A series of operable, executable, and referenceable grading evaluation documents should be constructed to ensure the smooth and effective implementation of professional grading evaluation work, improve the level of professional construction, and lay a solid foundation for the high-quality development of schools.