There is a wide range of variation among elementary school mathematics/science teachers’ professional teaching competence and the associated influencing factors. The data analyzed in this study came from a national survey conducted by a research project supported by the National Science Council, using a Mathematics/ Science Teachers’ Professional Development Questionnaire. Results from the above questionnaire involved 7 subscales, 125 items, and 1,298 valid respondents. Using cluster analysis technique, this study aims at studying the classification of elementary mathematics/science teachers’ professional teaching competence. The professional teaching competence dimension consists of 4 subscales, Curriculum Plan and Instructional Design, Instructional Activity Arrangement, New Constructivist Learning Environment Survey, and Self-Efficacy toward Inquiry Teaching and Pedagogical Content Knowledge (PCK) for M/S Teaching. In addition, the associated influential factors dimension consists of 3 subscales, Motivation toward Professional Development (PD) in Terms of Promoting Professional Teaching Competence, Types of PD Activities, and PD Topics. Based on scores obtained from the 7 subscales, the results indicate that the participating teachers could be divided into 3 clusters, “proficient”,“medium”, and “basic ”. It was noted that the PD Topics subscale played a dominant role in the classification of teachers, and that the average score for the PD Activities subscale was the lowest. Teachers in the “proficient” cluster were found to consist mainly of subject teacher, division chiefs, and directors. Those in the “medium” cluster were found to belong significantly to large schools, while teachers in the “basic” cluster were found to belong significantly to small schools, and serve as class teachers, with 6-10 years of teaching experience and being non-M/S majors. Finally, in order to meet the professional development needs for different types of teachers, the authors offered suggestions regarding the planning of courses and types of activities to be included in their PD programs, respectively.