Critical Skills Of Project Managers:A Data Minning And Analytics Application

Industrial engineering and project management are recognized as one of the most successful methods to improve production efficiency in the world.In the practice of industrial engineering projects,workers not only need to design and improve a system made of people,materials,equipment,energy,and information,but also need to manage lots of work,such as planning,organizing,conducting,coordinating,control and evaluation effectively by using the system thinking of view,methods and theory from the perspective of project management.Therefore,get the knowledge system of project management from the perspective of the actual needs have a certain reference value for colleges and universities,job hunters and enterprises.The traditional project management knowledge system includes nine classic areas,which are scope management,time management,cost management,quality management,risk management,human resources management,communication management,purchasing management and integration management.With the continuous improvement of social productive forces and the rapid development of science and technology,the traditional field of classical knowledge needs to update.Based on the analysis and comparison of the popular crawler tools,this paper has developed a crawler software to capture the data on ?Linked In? and ?51Job?,which are two typical recruiting websites around the world,for the project manager's skill factor requirements.Finally,this paper get a large number of enterprises on the project manager job skills requirements of the text data.The most significant feature of these data is the timeliness,which can follow the step of the development of the society.The main research problem of this article is the empirical analysis of project management skill factor from these text data.This paper uses text mining and other related theories to study the project management skill factor.This paper finds the following results: It is proved that there is a strong positive relationship between the number of jobs and the urban GDP;it is found that the IT industry has the greatest demand for the project manager;the traditional nine major knowledge systems for the project management industry is still very important;enterprises for job seekers in the field of IT knowledge requirements are gettinghigher and higher,from the basic office automation software to project management professional software,and even the computer network,database technology and higher computer language skills are needed as well;certifications and the character of the project manager have an important impact on their career.Finally,based on the research this paper has done,it makes a further explaination of the competency system of project manager.The article makes an empirical analysis of project management skill factor with the data captured on the web.It discovers some interesting result for the project manager job seekers,higher education institutions and enterprises.