The evaluation of scientific and technical talents is important to scientific evaluation, also to the work of science and research management. According to the dynamic characteristic of scientific and technical talents evaluation, establishing the scientific and technical talents evaluation system is valuable for science and research management using knowledge management thought. The article analyzes scientific and technical talents evaluation using the knowledge network theory, an advanced form of knowledge management. Finally, a case about data & information resources platform of scientific and technical talents is studied.